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Have 5 BCH rn, HODL, Sell, or BUY? | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1WGszRjVfVjdWdTRoN095dkVRTWxuVE03RFgwZWJlQlIxODA2dHdfN3E2dVVFZGUzeVpCUjhGMlFQOGlVOEgzNEthS0kxeU1jT3RfM1ktY2dEUW01Q1NWcmtSd1Jna2Ytak1sVFNnVmhhVW89 | Z0FBQUFBQm5YV0MtZFJUeGs2M3dIQVFoRzVJSFY3b05JMnpIZWpRVThUMWZyQzZianNaalRWbFZEQXNUbmdpNTZJT1ptOWZCVkc3T0c2elJiUW04TkNMTURlY1BhcjQweFpVSHNJRkppLVhnMkFfZGZ5M1hMM3dQWFRaUld6OTFzUndDemZBUVNOVURudFM2aFAyVk1aYVZTTWVzVndCZlRLWUdueWhiaW5hMnlhVFJDRGlXOVdTREpQSS1yT3pzRnZ0c1VfWnNXMWVFd2dlTWZaSHJSa0VSX0pZNDBrbWMydz09 |
Do your research about market cap before just spouting bullshit | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1cE1JYXNiVzd5TXY3cmhrX0xuSWJxVHI2dG9ZZ1h6SkdEblB6XzVKTjE1bHY4bjRPZzdiNXB3YUNiV3Q3VW1Rd19mU1ZSNU8zNlI4VFVONHRJR0NhREE9PQ== | Z0FBQUFBQm5YV0MtaGFocE8wVjFGNzliWk5sR28tcTYzelo2dkVaMDIweHVmVXhYV3FGbTdpS2x3cWZLd1ZTMWpYWGJ6czZUNEM2Z05STF9xUEYxMFVielptMWotNkhMMjhlTjZUVWFxX2pWUm5TRUhkSU5LMTJVZV9wUk1UYWtubTk2OG1IMUp0Zl93N1dfb29KZGwtSFR5dzhDYW9aRTh6eGl1UEZaYl9jTkpGaWREcXJjVWdHZDRuaXJlQm1kZnlfcWw1blFydDFKeFNzZFl6enc2anB3azZsMHRGYjVfZz09 |
You’re the delusional one. For xrp to even hit $20 it would be over $1 trillion dollars in market cap. That network is not worth that or even remotely close. In comparison FIL could quadruple from here and still have a smaller market cap than xrp. You’re the most obvious uneducated crypto bandwagonner. I don’t mind you people until you try to convince other people to waste their money. | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1YTlSTUFKaFA4emVOMmR3b2dHMV96a3hXVnc3R3ZmZmswd1V3RnEyOHBSOTl2LVh0d29EUHdzUm41aHNUU1J4UHlNcFdqazVBNzV2YUlfTkFCR0psc3c9PQ== | Z0FBQUFBQm5YV0MtY0U0cGEzTzlEZnNnZGppRklhVmx2NWxzbmtpZ1JFYk1EdWo0QUZjc3JKMnpaUHU5U1psY1hGX0U3LTI4b0Y1VjBEUW5nZUNQRjZxNjVhaFp1aUlrd3Axb3F5MEJDTTJPMDBneVZGV254RTZWT05MRkgwQVU1NTVmY3dBVG53VmVWZGhhRmoxYjdhZ3U1dlFfU2Qya3NlaGlXcTBqeDc3anBWODlZMXJxMGY5Z2VlbTdoX3hCcU1tdEhDT1hlazRDdG1RdXBmMl9lNkZRdFZwWHBJMXFVQT09 |
This guy is so dumb it’s not worth arguing. He doesn’t understand basic economics and will just post links about how great xrp is without acknowledging anything else | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1R2hVMUJlVDczRDY0LVc5ZWMtdHRUNTlCSlY3MV9ZV2t2a2g3d0xHX29IQ0ZfSDMySXdTVF93enVpdlpUa1ltc3g5UFVWWW1MYkp6R3pGUE9qZ2NaX3c9PQ== | Z0FBQUFBQm5YV0MtZHBqZkRhMzFlUVkwWWhCejFzTTFibm1MdUo1S2pkWDk2U0w4NnVvYmg4TEVlcURMM1JTWkl6UXhLd29JV2gzT25MTkVjZ2IxbFZUSU9xU01aQXNVd0lESXNMSWY0UFhTVXBYT3BsVHNmaWdVekw2RkxyV0poakVybDJGbTNzZHZvbmpGRk40a05PMFA4bVhpZV9fcXktTVF3bHRzcFZ1WFZOcG9IamxyTUVPWmJfTDlMZVlZd3hvUlJUTFZBaVlGa3B2UEt2a2c3Um1IeUdoT1N3Um5nZz09 |
Someone that gets it. Thank god | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1SXhPZVY3S1d4bmpXSVdGSllpRFk3TU1KbndwdWlVUnM3SzBRZWR3akJKU0k2SkVhQjF0T3FSQnRLOGVJOEJ3UEdRUjNZRjFmYWtjMXhiREcwQ3U3VWc9PQ== | Z0FBQUFBQm5YV0MtSnR1c1Z5bC12VjFzOEJZUkhpaUdpUFdXWE9yQ0FmR3FhM2RHY3ZnU25ObHI5Z294SHlwTlVESWJBMzdNeHBfTFBGQnEyQUFlc2Y5U1B3dlB0VkJZWmU1Rlhoei1FVDA2b1pJSTMzb201VDFEZWxMMFh4TTYzamZMZUl5dVVFemloSnR5V2NLd0N2NXRDZzhlNWhkbnZ5REZqVHhBb1M5TjZwbzZRTWEwcW9pTjBQX1N4dVZ0ZjZxUGdOWW1OdGd2bmI5OURVczFWR2FrTHZqUmFwQWNFQT09 |
WBD YOLO
You will hate to hear this but WBD is a solid candidate for a long term turn around play. I started buying in July and was ridiculed, maybe some of you are ready to consider now. Book value is $14.32 and they’ve been unfairly priced for bankruptcy. You guys didn’t like hearing about my other play after it was already +900% (sorry but mods have market cap rules) Here’s a a play that has not had a significant run up yet. Buy some ATM leaps and relax. 😎 | r/wallstreetbets | post | r/wallstreetbets | 2024-12-05 | Z0FBQUFBQm5YV0N1dFBJWGhtcWFCWWxfcjJUQmpFcXdhRU9SczFyWV9rUDBMdU9MOFpEZTR1MDNFbzZrS1ZNYWpXOTVlRFRlaTZvUXJ0MFZtR2w3bXVQdHB3bERWZHBfbGc9PQ== | Z0FBQUFBQm5YV0MtRy1FMlVxOExtdTN1QXFRSjl0RE5LTWdmajExR1hpV3YydTJtaHRCOWlBV0pRVE52TkpIQV9oNmlCWFRQZ0lSRFR5aXBRTnM0Ui13RE5lOWlvcmN0UWJaYlVMdW9jWGFoVEluUVlXM1E4QkRhellvcjR3SmVGRjlmekRSNTZZalBoU2MzQXRlY3dmQk5HQ3lMaXZxV183QXNkYkxILVdCYlJlcGJ4T0ZYVGZBPQ== |
I mean, there is fear of course, ignorance. Bute, otherwise, have you some ideas why ppl don't dca btc for years ? | r/btc | post | r/btc | 2024-12-05 | Z0FBQUFBQm5YV0N1bEl3ZmczRnEtV2VxZllqeFBzYThGTkhEY1k4Sks1eTZSRkxjZERWWW44X3FvLVNkSXZHQTdNSkk3a1dmTGJyWl8xU1RLcEsydngtckV2b0VmQlo5RVE9PQ== | Z0FBQUFBQm5YV0MtVWNHRXctbGpnMU5XMTZOSFVObV9NT19wNl93RC1SVU1jY0Jucy1Kankyb3MzMWpXRU5uNDBZMWY0VEQ4T2gzYmZYT01XbFoyXzRwVU5iTEQ1akc0Y3hTR2NSLVJIR0NuMkF4QmNVZXVYVXpFUTFjNjVZZmtZVlhqNXlCc2xWV1dsd2M0Q05mMWhEZVBnZm91VGlkU2tnRWkwdkJyUENwcEhreUVGNXRub3VNPQ== |
Echoing emergent_reasons here, but it's worth repeating...
BCH is the only completely decentralized cryptocurrency that actually functions well as a Peer-to-Peer Electronic Cash System with no premines, owners/issuers, authorities/core, etc...
If that's "insignificant" to you, you're being disingenuous in your OP, you're in the wrong place, and you'd get better feedback on your inquiry from r/wallstreetbets.
We're not trying to get fiat rich here... we're trying to strike the root of the problem (fiat) and slay the dragon (fiat) by REPLACING fiat altogether. BCH is [currently] our best shot at that for the plethora of well articulated reasons listed above and if you consider that "insignificant", there's not much else to say.🤷♂️
If you're truly trying to learn; you'll find very few more passionate, fully informed and educated groups on this matter. BitcoinCashers are actively working on, promoting the adoption of and spending/replacing BCH on an ongoing basis in an attempt to bring Peer-to-Peer Electronic Cash to the world! We're trying to free civilization from the deathgrips and hegemony of central-banking cartels fueled by the abomination that is fiat currency... Join us! | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1VzdNallpZnpLN2pvOHZ1Q09mV3dzeXJpWkpMbGNVOUYyOFhnWmVGRHhNMEpocExJRG54cmJMRXotOUhXSFA5czAyTExKYUFIZnprVUtWdFcxMHQyUERnR0RRSEtubnhtTEg1akNFOFR4dkE9 | Z0FBQUFBQm5YV0MtMkVNS1NveEVwUkVYaW1SeVMzcEQ2b29JQm9XT1FvZS1pdzlGZERYcUlSSmRCVnItU1JxLXpwaVZqOEtKMFY5Zml6dlBUQVNGUmdsckNKZ0ZvSDVjTEpLZkg2Mmh0MW4yNGtqZjI2aGlJbVNpcVEtbXlpcEMyaFhENXBHTGh0UWhvaVBjNElsSW4wWTZLUnZ0VEZvMUpyMUo4LTIycVVySWF4RnZmdmkxU0lSSHl1dWNMaS1USEU1cU5ScHVqQjdESGx2akdxblo5Z3ltRVdEbS1XVWZUUT09 |
What's the deal with LBTC? Is it paying interest? How much? Has anyone tried it? How easy is it to swap in and out of it?
According to Chainlink, LBTC price is still ~1 BTC. How does it pay interest?
This "Gauntlet WBTC Core" vault on Morpho has half its funds in LBTC, and somehow it's earning interest. How does it do that? | r/defi | post | r/defi | 2024-12-05 | Z0FBQUFBQm5YV0N1a2tfOWlYOU9JOElERXVrbjBIRzkwS1VYaXlpVEp5QUc2RUlFZ0ZZZjRvb3FuckFac1RlVFV0ZEp3TDBuYmlIM2g4ZHM2Rnk4b3ZCNHNMNEVVTHhEaHhvdVdxME12TExpNFdiRFhVUDNqems9 | Z0FBQUFBQm5YV0MtajVmTXpsSG5aMWlnYWxxSlN0bTQ4MEk1akR0NEdCcW1xMjIxNzRpUzJhVjRhOXVjckxUUENTemdvckxHY3FJNV84bGRuVEtXY2dHY21kYXh2ZGhXVklLbk1vR01sMlNILS1RLWR0RlRobUdHaVFPakYwTm1rMVJtWXVuUU43T2VNR3dJOC12RzBjbEpxYU11enBFR2lxVVdpdVFndC0yZE9DTDZjaHEwTnpiYWgzb0J3SFR4cEsyTU85ZXRMSlV6 |
Exactly. OP seems to base his prediction on history but he must be reading it wrong. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1TW0yeFZBUkE0NkczSVNlZTQ4Q19UeU9TR2dBQ044NElOX1pHOExoNDc1b2pTOUZvdVRrZzNNTkpSdEdWMzZzS1g4bzhBekRWeV9UdGwyZkZyTjM5TXo3TC00Z2JzdV9LS3pSb0pXdk96MGc9 | Z0FBQUFBQm5YV0MtN1Z3Vy0xR2l6UTVRQzJPUkJfaWF0dmJpdnVvZUJzY2RIOFVONnFaQ050LXNBV3plWnRlUmlQQzItMnU4WjI4ZWVZWFkteldkRW1SSFdFT0FfM2dINkc2LXh6cFBFUGZ2cnFWYVBQWjBaMk9La0U5S0M2cW9MV2VFbUl0YUtzZDZlRG9ORVJkNmVjZU5CdGZBRmNmMUtVWmJsWHZsUmdNalhUT2JlVDhjdF90WU1RU1BfRzlkWmw2SUJPdmNsMnhMMkx6Rmx2VFQyTnFiMFBCYlM0MlZUUT09 |
I'm posting this anonymously for obvious reasons.
I shared my story here four years ago. If you are curious, you can find it. I've been involved with r/Bitcoin since the summer of 2017 when I first bought Bitcoin in the $2,000 range. I distinctly remember celebrating 250,000 subs here, and this subreddit has been a great educational and meme-motivational resource over that time.
The Bull Market of 2017 was a wild ride. I experienced my first FOMO as the price went from $2,000 to $20,000. During that up-and-down cycle, I bought around one whole Bitcoin. I bought another full Bitcoin when it dropped to $4,000 in 2018. I felt satisfied with my 2 BTC, but my confidence waned so I didn’t continue stacking over the next 2 years.
In the spring of 2020, I sold my house, switched jobs, and suddenly found myself sitting on $30,000 in cash from the sale of my home and around 55k in a 401k. I watched as Bitcoin went from 4k to 7, 8, 9, 10, instead of going down to zero as the critics claimed. I decided to go “all-in” with these funds so that’s what I did. I bought around 3 Bitcoin with the cash and the equivalent of just under 5 BTC in GBTC in a new 401k. This brought me to just under 10 Bitcoin split between private custody and a 401k.
I watched history repeat itself in the fall of 2020, but this time, I had some real exposure to better gains. I watched as my life savings went from around $100,000 to over $600,000 at the top of the cycle in early 2021. Then, I watched as my roughly $600,000 returned to around $170,000 during the bottom of the bear market in 2022. That was tough to witness, but I looked at it and said “I’m still up from where I started.” Once you get past a certain amount of savings, the big swings hit differently. Even during the bear market, I knew I still had at least a 1-year emergency fund, which comforted me.Fast-forward to a short while ago when Bitcoin hit 92k. I soon realized that with the equity in our home and my exposure to BTC, my wife and I were finally millionaires. We’re still driving the same beater cars to work. I rarely sell our BTC, but when I do, I try to buy things/ experiences that will improve the quality of life for my family, and I’m quick to replace what I sold.
I make a middle-class income so I don’t often need to sell for the things I want/ need. Whenever I see a used car, 4-wheeler, boat, or new home I’m tempted to buy, I think to myself “I’d rather have Bitcoin.” The peace of mind it offers far outweighs the benefits of more junk. I used to tell myself I’d pay off my mortgage using proceeds from Bitcoin, but my mortgage is only about 9% of my take-home pay, and the interest rate is lower than inflation. I believe we will see 250k-280k by the end of next year, and the cycle will start again.
One downside to having such a nice safety net is that work has become very tedious. I have very little motivation to put in the extra time or to go “above and beyond.” I do my job, I do it well, I make money for my employer, but I’m not pushing for more like I would if I were still broke. I’ll post again in four more years with an update. I’m hoping to retire by 2030-2034. Stay safe out there, and only invest in Bitcoin what you’re willing to keep!
\*edit\* There seems to be a ton of questions regarding whether or not I was actually broke so let me clarify. "Broke" to me means you only have a couple thousand dollars to your name. You can be broke and be making money. There are people who make 150k a year and they are broke. In 2017, our household income was probably around 92-95k so just under 48k per person. Earlier in 2017, we bought a home with 100% financing because we couldn't save up a deposit. That home was worth around 135k. We had a 4.5% mortgage rate on a 15-year mortgage.
We only had $1,000 in an emergency fund when we first started buying Bitcoin. We managed to cut back on some expenses and gradually bought Bitcoin all the way up and down. I don't think we became wholecoiners until the market crashed. I seem to recall the second Bitcoin was purchased aound $4,000, and that money was from a tax return check. That's one of the only ways broke people get a nice chunk of money at once. Trump raised the child tax credit so we got a nice check from that.
We sold our house in 2020 for a little over 200k, so we walked away with like 65k. We then put 25k deposit on a new house, bought some furniture, riding lawnmower, etc and when the dust settled we still had about 30k leftover. That's where the bulk of the Bitcoin came from. Well, that plus the transferring of the 401k. I hope this clears things up. | r/bitcoin | post | r/Bitcoin | 2024-12-05 | Z0FBQUFBQm5YV0N1cFV2ekN5VFZiMEhkbmFGcXF5ZnNfaGJqQlROazlVaXNnc1h4SE05RWhtZGFPUTVtYld1LU9VTG9lQUhiSUZjQzVvLUhhZldwSEVGdUtnZG5yZnVKQXdId0d5UWw1SFpmQUNVQ21XWlB4RXc9 | Z0FBQUFBQm5YV0MtZ0RtMG53TlRyTmRNQTNTblJ1RVlFSzZuMmg2S0hWamlzdXRkckRkNnBYb3VMMXZqbWJmZU5TLUlrU2E3OVo5Rno3Q2JILWhCdzNReFlGNEFrd0lPTW1ncWU2TmNuQkdnR0RrMlpZZ3VPQVF2ajVaeEVCbTVVSEhXclV2cElCNk9yb3NMeUNoNU1vUnVDbVJvTVo0Yk9TMTVNajk4RmdaN01FTkVNRDg3ZGJtci1fLTBPVFhvNmwyUW9xMHlCd21CWG9XOHI1ajFrTVlpa3BVN0VCN3Q3dz09 |
Uneducated?😭 I’ve been trading religiously for almost 10 years I also didn’t tell anyone to do anything or spend money on anything I gave my opinion on XRP and backed it up with facts you’re just upset FIL has had its run and nobody’s up your arse about it you sausage cry a river hopefully that river takes you back to reality 👍🏼 | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1SDdsbWdCaU1CYXl6Q0RaZjBvTmh1cHRNRGE1MnZrVWY2dFBwbTFGNTVuREFhVjhTYTIxY2NyZU5YQUIyWUg1Y3pCUWxpbk81d0d0bVRfOWV1Um1IS3c9PQ== | Z0FBQUFBQm5YV0MtNEZjcmxqZHQxQ1VUTVNDb1BvMVR4OUwxa3BzYXpKYnFQbjMxbEpkQ2RHR053WXFuV3VoMmZjOTZFTVRVNmRwXzNuRGtJSGlDbnFsSl9MWUphMy0zaTFadVFCallxTE1hSUhxOFlUYldldHlEUGd1MVdwYVB2YkFFZmpsYXE2NmdvbmphOHdXTVltZU84dVk1U0hjTlowTlZaUDBXQmhva1UxU1loNnNZSjh4eERiVVdyM0ktRG4wb0dBYWdzRUwzNHNhOGtneFFfYVFoT3Ztcks5djZ2QT09 |
I absolutely did, done all my research before I invested a single penny into crypto, you however could do with doing the same thing I did if you remotely believe market cap is as important as you currently think 🤡 | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1cGlCSlltbnk2M0ZTMlVaRV9jNmNnOFZyRjZwRk42OHlnYXdHZ01vSlI2UVpmUjlUODVXQzA3ZG1JQllocWo0bkItU2pZa00xS183YW1YSC15cEJPWlE9PQ== | Z0FBQUFBQm5YV0MtXzdhbm1iby1DNlQwRGRoVVBydTk0YmZsYkhiNlkyb1pQZjhONG90X2MwN3NTVUlmcXBOaDVWLU5mRGQtY1lfd09rTUpBQ29kQlZkbnBRaHhLY2tFZDVSdVRZc2xlS3dENDBFcHB2YkhEYmk4MnJUNEc3R1FxdEt4SkduR2R3THN6LUR2YkpHTk1nNXBUeEQwcEtweTR0ejZOQi1hVFlmYWU1RnR1dnA1eTd3WWxUd2pMby1iNm1CaFdVakw4SWJfVDZDRHV1NkJGM3ZINTgzLW1VRklPZz09 |
You don’t even make sense. I’ve been in btc since 2011, eth since ico and fil since ico as an advisor. Enjoy chasing my gains poor boy. You’ll 10000% lose your shirt with your mentality. FIL could go up 30x current price and it would only then match the market cap of xrp. Xrp doesn’t have that much upside. Simple economics. You’re the clown for not understanding the importance of market cap. | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1WnpnazRZSVV3TzlMVXE4MDFma3dIZlk3RjhDRFY4S0s5eHNEcVJlLS1KZTBCY01ZTXJMeW9VdkhhTV9LdHpKQ3BhSkhOMFZaOVdnTDhTYmdYVW1KcGc9PQ== | Z0FBQUFBQm5YV0MtRnNZTTEtM0JCQWd6MDhrTDNWX0FqaXlvekNkNUVlZTM1NXBjT1ppWTVWWE0tWUtCaTZ6OU8xbTdOZm1hRGxVSXlMTXA5a3Z6aEhlRzM3RlA1QnVldGw2NWo0eXlGcU55RHZUTDVPLWdPdUFEVkl2Rm4walpmX2Y3UGhraGRfMmVxa2FIMkZyU2gyQVBORW5fNGtPTWR5cUNYVHR5WHgzLTdXc0w1X0U3UzRMY0ZKWjdxaERZckxGNS1yRHNiTk1hajlXWDI4dmlTQW9lV3JWOG5tZFNFZz09 |
Artist: Remy Ulloa
Title: Sound Waves
Technique: Acrylic / Canvas
Dimensions: 11”x14”in
Year: 2024
#remyulloa #surrealisme #surrealism #ulloa #abstractart | r/nft | post | r/NFT | 2024-12-05 | Z0FBQUFBQm5YV0N1Q2Q5ZGRYSlFSUnpFVHhveXFrV1lDU1RBX3ZuSUJxd1FYTmlyODU0VjIyOUJtMDFtSWxweFdQQ1JjS1ZTdXhrVzNzVk9VUGVNNzFSNm15NHNiLXl5czZnS2pwYWk3cWxPWEF0WG5qNTFxRTg9 | Z0FBQUFBQm5YV0MtclNOYi1sdm1IclVXWkFWbFpUWUFNR0N0ZTJpVHdjeC1IeGNZTGs3dVRKSk8yeFhUTFNxRHl2aU85cjVlZTlsdkJzVENhVUdjSXB2alpPTE9pTkJ2ZHBwcmFvMzdwYk1jQzcwbEttaFUyd3NOMFRTTHZjel9IR1ZxeHIyMkMxeWhUUjN3bnNiTjc4Q0pDdTZDdDFPMUNnPT0= |
So you dont know anything about web3s. If $1000s of dollars a month is grifter pocket change to you then why are you on here ? What you mean to say is youre to ignorant to say you dont understand and then learn from someone doing it full time. | r/web3 | comment | r/web3 | 2024-12-05 | Z0FBQUFBQm5YV0N1eDFfSENya3Y0ekROcnMzWlFTUlVIbjVYZzFreDdHOXEySDZQaldDXzE0RzhVZ2RDY0k1bFFTNWVra2xldlNTY19XTFJlN3ZyTHVjUGVjR2dZSFdYSkVUUDdiM1NiSzdMSGsxTnF0SHBnMFk9 | Z0FBQUFBQm5YV0MteVdFUWVrSnFXTjJxdW5UOGlVUTNKNkl6ZmxDdWN6Y0gzT3QyZkltWk9ZeVFBcG1OV21odXJKMVRFRHp5dk5ZZFJsNUV0RmhYYml4ZmRoRkgzb3VqRUlBUmQ0M1pfR0Q4bm9nNnBxMEx1V3JRdUFtM0tibTh4YUhtdkxUeVl0TlA4UUJtRkwtU0p3TE4wYy1FeFV0ODVXMW92N0Zua1NFdTRRYzVmbWh6d0pFPQ== |
The answer is straightforward: each wallet has its own unique selling points. Not all wallets use seed phrases; some offer biometric login options, while others provide email, face recognition, or social media logins.
The choice of wallet often depends on the specific use case. For example, wallets like MetaMask and Phantom, which use seed phrases, allow users to create multiple accounts, which is why they are popular. In contrast, wallets that offer biometric logins, such as Coinbase and ZenGo, make it easier for non-Web3 users to onboard onto Web3 applications. Additionally, the Zerion wallet allows users to log in using their social media accounts. | r/web3 | comment | r/web3 | 2024-12-05 | Z0FBQUFBQm5YV0N1akFWQ0N4OUcwZlRHeVJLazlPbXVuM3lCQnBVMkNab0tsOUpHTzVXQ0E3Z2dhN2hqRlVQRWxBRjdXTl9XZ2p6LU9FckstVTlXMUpGbUY5Y3FqRW9qNXhTa01La212V21jLVdtbUJ6dTRpX1U9 | Z0FBQUFBQm5YV0MtdDViNzhCSWp4S3JXb090Z2dKX1laQ1FpVWdIZFVGSXVGcHV3bEVpLUw0Mi15ZVpKT0FhQzMwOFNNQmItd0hqTXBnSmwwT1h4OU1HVlRtRGxOQjUyM2doQUJPUmFuM0g1QUZ5b2U3MmI3b1RBZXZyNDhpMHdvYjIxb2VaZEFNUGpvSGFaYWZyX190MWo1eXFubmZBZnhLOTBJV3o3cmNnM05MckZ6UmNSM0RYVWw2cFBNSnhKQ1VuZ2kxX3hkdTdHNzllOGFDeUJ4XzBsY2M5YW9IdXZjQT09 |
As promised, here's everything you need to know about kewbit (warning grammar mistakes):
[https://librejo.monerodevs.org/SyntheticBird/kewbit-drama](https://librejo.monerodevs.org/SyntheticBird/kewbit-drama) | r/monero | post | r/Monero | 2024-12-05 | Z0FBQUFBQm5YV0N1c25rV2FxWlJiNFI5V1B2SVMtUF9Rdm5fTHJ4VVVpOGpQQUVacWtxMFFuSGRvbkU4Sk5rVzVWM1Y1R3Rpb05XMWVGTEZxMFFnLW5vWGZLMVhJYS1HLW5wSE9nR0YxNW5GdWFGWVJqTjdyNzQ9 | Z0FBQUFBQm5YV0MtbUtKOXppbDV4Y3FGWmdES2E2OFM2ZVdQUFRKZllVRjlQOG5hMkYtR1h2QnRFV3J1R1VmeURPZ0F4S0VlUzd5WEhnUnM4eml0RTc0MHVpcjZSUGVBTmhaejhKMXlIMkJCbFRQRW5ndkxGakRJeTV0YVNxXzZORnQ5YlI3ZExWbjluaEFMWjR2SDZLRVE1eEJYMDE4TDBlN0FTLTBYZ0tvM3Z3djZfZ0RUcEtjPQ== |
A lot of members of BCH are very much so just into the tech and functionality. They are not very concerned with price swings and profit. Others are bitcoin holders who understand the tokenomics and store of value. I believe this is an excellent store of value & medium of exchange. High level functioning tech , decentralized , immutable , uncensorable sovereignty. I’m a member of a system here. A financial system that is bitcoin/bitcoin cash. Politicians aren’t printing any more of this stuff. | r/bitcoincash | post | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1NVMzcl8wZUk3d19XQzRrdUh4U2oyQnB1ckJXRFJGLV9Lb3ROdmoxXzlzNHRUZUwxemx0cFdOc0hmTVRaRTMydkdFMWZ0SlFSZWFWUjBkTVVkU3BzTm5YT3ItYkRCTmNBeHV1QnpqYXExams9 | Z0FBQUFBQm5YV0MtSFExcnVGdjd1M1FIYlc1T05haUNLSXJpY1RFOWh3MEllQnZOdnc5WEtVZEdvOTJPdlFJLUNOSnZra2hEejcyd1RHdi1ZNjRNMHZZTExJeEhlMWY0bG5HNllkRzJ5Zk9DQU1vb0t3SWh0Vi1NSjh6di12WUNZRmREYjNUbnJ6YUQ2QVZDdVFaNlZFSjItclNjWUw0d3ZfdmRnajBydEY3Ym9tYjhrTkJOY2hyU3d2TjNUaXdITGVmUTFUYW5hOUN6 |
I habve been investing in Brazil since 2020 when I started and hold two positions in Brazilagro (LND) and Gerdau Metallurgy (GGB).
With eth impending EU-Mercosur deal, I expect agriculture stocks from Mercosur to do well (so Brasilagro). I had an eye on MRRTY, a (mainly) processed chicken copmpany but it has risen a lot this year so I think the big growth is not there. From the EU agriculture stocksm I don't know if any will benefit (maybe Case New Holland as they produce farming vehicles)
Not so sure about Gerdau because I still expect China to dump steel in Brazil.
Are there any other companies I should look out for, either in Europe or South America that are worth taking a look at?
| r/stocks | post | r/stocks | 2024-12-05 | Z0FBQUFBQm5YV0N1R3B1RlRlQVdhZnB5bTNJLUxETHdUVElyRzVqQkxvVmtRZlBwMW5NVlF4NjZVRk00N2lkcHI3dDlxT0RRbjZtRDRJMTdTX09rZWpmSmJEX0VSNHV2X1E9PQ== | Z0FBQUFBQm5YV0MtU3JPYXZycEo5QzhKZFIyRTZYQWt2N2IxQkMxLUdKQVJ6cHFLMTMtMXpxNDY5alhtT3hDSklkUEJxQ2dJak1kVVMzTzBFdVpRdGczUjR3cmZuY3MzaU9jU3l0TmF0bGtFYkR5Z3MzWlpSdm1fNXUzRFBPQnY0MUdOWkxPeDZkVHhGRDQ1dmh4M3c1Rm5abXQyTzRkcVNFa05MQVpkYVAtUkMzS1hVMHpFWjJFSkgzUWdzanFqYmptcEp3bE9jQTVmcXdtZ2Jia0RDUDNlYTh5YVB2dTNEdz09 |
> Am I wrong here? Would the BCH tech be the modern and fundamentally best solution for a p2p cash system, even if its name would be something completely different without referencing Bitcoin?
Yes.
But the 15 years of resilient legacy makes it 100x better anyway.
You can read up here: https://bitcoincashpodcast.com/faqs#bitcoin-cash-bch-vs-bitcoin-core-btc
And if you're not sure about the tech stuff, watch some of my interviews with Jason Dreyzehner who is probably the #1 blockchain engineer on the planet (spoiler: he's obsessed with BCH)
https://www.youtube.com/watch?v=Gy7uxpcyIl8
https://www.youtube.com/watch?v=xxY8Tto6ZnM | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1dGlJTU1UWXI5dF91a0pBdENsRVAxdTR6ZjJqa1p0cEVLNjd2UkdJXzhmRExKUUs3V3FqVUM5eDdVc1AxaHZRcGVCT3ZOd3ZiMnpPWDBkQi1iclFkWWc9PQ== | Z0FBQUFBQm5YV0MtTXdDLTh4OU4yWUpwMzZjdzhaQUhybGV4LUJYQ0pISDhHNVlmN1E5TkFqVElYamtSYTN0WUdOSlVQTVR5STRZZVRiaDZGbHR2M05EQ09FSVg5Rm5ORjU1aTd0QVo1d0NSd05TQ1R2elA0YzhhdzVNQ2ZLVU5tR1E4VExmS24zNjkzSV9KcGpnX1VCVnp3RlV3M0ttdFFvRFZkTFZwSGdlbGxxR2V3WE5TNnMyeUFtNlk1ZmxfVVQ3d0J4dTlqdEM0NjBIVnJOTDNUSUFTM1JrdXRuYTVVZz09 |
I’ve gamed, played, created, whaled, and build solutions for web3. You’re a loser ass kid.
Edit: “web3s” lol | r/web3 | comment | r/web3 | 2024-12-05 | Z0FBQUFBQm5YV0N1NWFQOHRHT1hhZGpIMVBFVWlQb2JtRlNoT2hOT1VRTE5LenhMZC1ycjFVLWg3Um1IWHhjekNHLWM2amRROHE2aGI4VFA2Z1JzWENZZENsLWRvVksyTkE9PQ== | Z0FBQUFBQm5YV0MtTFpyWDAyRUpYQWNQMURTQ1VmTWlDTzJjYjBXNDZWQ3RIdUVac2k4NklDdVd2ZFZ3b1FqSlBvLWFFdjBva0tVTXkxenFudkpBeThXdE41d3c0TEVueDFTbzYxYUcySDlxTVcwSTFhdEhIT2hpaXc5VndNeHVmS0wyVGNuQVdRTU9UTy1WQmY4eTU4d1czekZlbllRaGhuSHJrOXhHZnQzZnBxRHpJd1JoZXhrPQ== |
Hey Reddit,
I’ve been in an AI/ML role for a few years now, and I’m starting to feel disconnected from the work. When I started, deep learning models were getting good, and I quickly fell in love with designing architectures, training models, and fine-tuning them for specific use cases. Seeing a loss curve finally converge, experimenting with layers, and debugging training runs—it all felt like a craft, a blend of science and creativity. I enjoyed implementing research papers to see how things worked under the hood. Backprop, gradients, optimization—it was a mental workout I loved.
But these days, it feels like everything has shifted. LLMs dominate the scene, and instead of building and training models, the focus is on using pre-trained APIs, crafting prompt chains, and setting up integrations. Sure, there’s engineering involved, but it feels less like creating and more like assembling. I miss the hands-on nature of experimenting with architectures and solving math-heavy problems.
It’s not just the creativity I miss. The economics of this new era also feel strange to me. Back when I started, compute was a luxury. We had limited GPUs, and a lot of the work was about being resourceful—quantizing models, distilling them, removing layers, and squeezing every bit of performance out of constrained setups. Now, it feels like no one cares about cost. We’re paying by tokens. Tokens! Who would’ve thought we’d get to a point where we’re not designing efficient models but feeding pre-trained giants like they’re vending machines?
I get it—abstraction has always been part of the field. TensorFlow and PyTorch abstracted tensor operations, Python abstracts C. But deep learning still left room for creation. We weren’t just abstracting away math; we were solving it. We could experiment, fail, and tweak. Working with LLMs doesn’t feel the same. It’s like fitting pieces into a pre-defined puzzle instead of building the puzzle itself.
I understand that LLMs are here to stay. They’re incredible tools, and I respect their potential to revolutionize industries. Building real-world products with them is still challenging, requiring a deep understanding of engineering, prompt design, and integrating them effectively into workflows. By no means is it an “easy” task. But the work doesn’t give me the same thrill. It’s not about solving math or optimization problems—it’s about gluing together APIs, tweaking outputs, and wrestling with opaque systems. It’s like we’ve traded craftsmanship for convenience.
Which brings me to my questions:
1. Is there still room for those of us who enjoy the deep work of model design and training? Or is this the inevitable evolution of the field, where everything converges on pre-trained systems?
2. What use cases still need traditional ML expertise? Are there industries or problems that will always require specialized models instead of general-purpose LLMs?
3. Am I missing the bigger picture here? LLMs feel like the “kernel” of a new computing paradigm, and we don’t fully understand their second- and third-order effects. Could this shift lead to new, exciting opportunities I’m just not seeing yet?
4. How do you stay inspired when the focus shifts? I still love AI, but I miss the feeling of building something from scratch. Is this just a matter of adapting my mindset, or should I seek out niches where traditional ML still thrives?
I’m not asking this to rant (though clearly, I needed to get some of this off my chest). I want to figure out where to go next from here. If you’ve been in AI/ML long enough to see major shifts—like the move from feature engineering to deep learning—how did you navigate them? What advice would you give someone in my position?
And yeah, before anyone roasts me for using an LLM to structure this post (guilty!), I just wanted to get my thoughts out in a coherent way. Guess that’s a sign of where we’re headed, huh?
Thanks for reading, and I’d love to hear your thoughts!
TL;DR: I entered AI during the deep learning boom, fell in love with designing and training models, and thrived on creativity, math, and optimization. Now it feels like the field is all about tweaking prompts and orchestrating APIs for pre-trained LLMs. I miss the thrill of crafting something unique. Is there still room for people who enjoy traditional ML, or is this just the inevitable evolution of the field? How do you stay inspired amidst such shifts?
Update: Wow, this blew up. Thanks everyone for your comments and suggestions. I really like some of those. This thing was on my mind for a long time, glad that I put it here. Thanks again! | r/machinelearning | post | r/MachineLearning | 2024-12-05 | Z0FBQUFBQm5YV0N1Q1hCb1hMOThiZkRkWnRSR0QtX2lPT2ttb3lsLVNHYUF0UUFfbl9CNkVZZlkzVi1GLU44R3plcllXRUoxNmtVR005U0ZjcFdPYTBHN0NUNTdTcUdGYWJIdUJRX2NweXhxcmFLNlBoeGdsbG89 | Z0FBQUFBQm5YV0MtaVRvWXhHNTB3azdDOGhZS3hlSVpnNmM0RmQ1TVNaTXFZMF9uZlhqbEF1LUtxa2V6Y0phOWUyZkV1LTdEX013VlUwcjFjNy1CUVRUWC1TT1ZOaXZTVDFIdmpKTnllZXBVd1NLbmxZN0hXeVZjZm1BMlR6eGNMR01JWE5oSXdHWlhSN1lLeVVEWUNMeGZ2NGQ4Smw1X3NWX2dXZl9XV3M0RFV0WEExUzA0M2JiaVdTMWlkZG01ZjVBRDRFQnVNM19PMmNoMDI2ZEUwdURkS1IzVy1sNHg4Zz09 |
This post contains content not supported on old Reddit. [Click here to view the full post](https://sh.reddit.com/r/wallstreetbets/comments/1h7jmj6) | r/wallstreetbets | post | r/wallstreetbets | 2024-12-05 | Z0FBQUFBQm5YV0N1MFB1c0luWjZyLVFhbjlvZjJ2ZFRoM05DVEhVUUhpZEI1ZkgzWWtsTkxLbnJrMzBfY1RIR3AxY09hNnZnMGY5bzZDQm9Sa3VEcW9nWE03YXlxaTBWMXc9PQ== | Z0FBQUFBQm5YV0MtWllpSzR2dm5kblhOaFdweERmLXhIOUxUcDVNY2xEMmltaFhvaDNoMzgxcFZoanV6MW0tV1pkUnVVenJqZFlSZTVDNmptT2NZbzVaa1AxVTFEeGgzb3o2S1IwVWNzeTQtUExwLXlYX3BvbGFNM1o1WlhiVzZUWlFtTm9keE16YVkwZUFCTms5QWVvN1hGVm5lTVE2ZlUzX1p4RmdVNW9JeExxMk9aNVl4NmdEbEhjSlA1ZlZCNUZZU2IyZWxTYWdEYVNiWXJleVQ3Q2JFbFN2VUhJSHg2Zz09 |
Dynamic TAO, is that launched? Any other big developments recently? I was a holder a while ago, sold in April, still interested in the project. | r/bittensor_ | post | r/bittensor_ | 2024-12-05 | Z0FBQUFBQm5YV0N1UGdGN0cxSi01WEVkOXpJekFqaW5Wb05yZTJydG92dmFjTzNBOG1IdXBUWUQzUFFHeFAtcjZtSU1QUmdlVEp5RV9JMVUzZ0JadlNjUXd2WHVEYjBiQnJRRXc2X2p3bGdGLWdMWG5hOFVOS0E9 | Z0FBQUFBQm5YV0MtUG5zNmZ5bGVES0ZpbVJXN3J5VjFMRDh2bFpmRDdLNlhXb3NkMDB5QVJqUjR1UVE5Z1B3Mm93VzMtSWxTQ2RMM1hUR1pNWWZBMmQ0ZTlIeFlZYmVEaFpDaDVleUtKdkhCWjNPNnJRRXdlSUUyem1QWFZvMnZ5Vm1SRVFveEd1c1EzQnJza2J4emZXNndWYVVCZWNzbktKV3dCNDQxRGFUUDN1dmdNYlMwY0RkVFNqQmJXWExwVGpacEpHU0V5dkRk |
I’ve been seeing screenshots of this app a lot on twitter
I know it’s El Salvador’s wallet
But what portfolio tracker app is this?
| r/btc | post | r/btc | 2024-12-05 | Z0FBQUFBQm5YV0N1LUFFb3RfbG93R2J3VVlVZWpMSURBZzlKWWYzTElKdWhKQTlSM0tCbExhYW85QmZuc0owRXJoYWFzUGd4dUpSSnBkalB3OTlwN014T0w1eFhGckFxVUE9PQ== | Z0FBQUFBQm5YV0MtdEw4alZ3cWtZdDZ6TTFWX2lOYU1VTjUtN2ZtYVdFX1kxMHNKOEhnalhTeHlPMV82MG93cHVCR2ZJbW1qb0VlYzBGWE45Y0RBWmlNQ3lLbGtET3RmeXhKZkgwTnNSdHV2Y3FwTmJjVU1xU2xnblk4SmMtemdBRUtjT3ZNam9CRHlIaUswd044RDhxSkl4eS1yTGI1SVJBPT0= |
Looking for opinions on what to buy right now I have 10k to invest, I haven been in the market for many years after making a fair bit of money on bitcoin back in the day but looking to get back in any opinions appreciated thanks | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-05 | Z0FBQUFBQm5YV0N1d21Fa3gyTG9lcy15RlNXZjZIQzdKYTJWSW80Y3hnWUJCRlBSUGhRU2s4V19DM3NjbVR4bjJKUUlObVR5SE44QkppeUxwWURWbzNveVNxVEhoc2FsRjNNWWJ5MHdRZEo1U05oZk13MTNYU1E9 | Z0FBQUFBQm5YV0Mtcm03Y0pkY1pLMmxlS2NVN0JaZldFc0JpcUxQblkzLUFIMmpVdE1fOUg0SldXQ3E5bEE0bzNvNDNhd3ZoUGVzckE4dzZOMXlINDVTdU5TdWJjRF96YkFoVk9rM3JoWGhBeHBtOHp4OVdzRG1SX3JnblEzV0VqTFZ6bW1scHh4SUhSa3RMOFl6RWdVTENLeFhyM2hENldVeXp0alhEUGgzb0UzUjBJNjRIX2dXX2ZIdHZiMmZzM1UyalNDWTZTa2xp |
How interesting is the tech? I thought it was large block bitcoin. Is it comparable to eth or solana? | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1emxvWmV1MFhvc0lFQjdZX0ZOcDQ5R0Y5dUwyXzkwN3lGNERiOFFJZUpwazllOU5BdU1LdzQ2TWxjd3hzb1FRTzJnMW5yb2RsQU9YTVprcEMxSXhhUEE9PQ== | Z0FBQUFBQm5YV0MtLUIxX2N3UXhIRDl1X05xRlY3RS1LTTZjU1V6a1lLZGhubmVOZzVpcU9fU3dKTHZfRzBZb0NUV2dfaHRZd0JPM2ZKX0FjWGZfdkliT2ROV1c3dFBSckxyRENWUlhEYU5leUhDMENzNmEtNVdQM3M5ckpka3hJOUtWdFJONUl5bVZvVHNhNUZwRDAxaG9rd0pYLXZHQlMyTUdCai11V0RfTjN4aEJVN0ZoNGk1X1pOWW9DUm1JOUpkbXVmSmhiN2cwSlhHNlhIZEwtWi1RbnkyelFkUUNQdz09 |
dTao is not launched. i think target is late Q1 or early Q2?? they’re also working on some mechanisms to fight weight collusion. more subnets. Dippy AI uses Bittensor and has a bunch of users. DCG announced Yuma to accelerate and grow startups and projects launching subnets and building on Bittensor. | r/bittensor_ | comment | r/bittensor_ | 2024-12-05 | Z0FBQUFBQm5YV0N1WkNXZlJBRUE0aGx0N2g0WWlGYVUzRGcxSTQxTmVuSmxMSWNOa2NtaE5abmxzeXpxQlpRWG10OTN0RzVTanZmSzFyMVRwaWdaS20xanZhQmNJVHhNbmc9PQ== | Z0FBQUFBQm5YV0MtN041ZlpsQzlXTFZobWpxNkdhOFpMa3hHNlkxU2VaQlJYRVFNMjdyR1Fsakx6aFA3RUhTVGpHUEhiSG12TTJuV3JkNU5PZnJ2YXU3ZlJNZ1AwUWtrUEJPUFRvMGFNV2ZxR09jMU56LVF6YnZLU2g3T0hOU0laNDVkd1ZxWW1WTDl0RWtxOE8ySEtVSDNYdXd3ZjRDZnB0Y0ZFVndRbzhVZ2FKNml1X29ud19tbmFQY1hqSjNySFBNeURqQjYxRzE3SjRIcVFHeHJPR0NieXg0MzZRZFh6Zz09 |
For real | r/web3 | comment | r/web3 | 2024-12-05 | Z0FBQUFBQm5YV0N1Qy1uMmhmWFVqWVpFV3RsRklsNVVNcGVWRWpMUl9uRzAyMjRuY2Y0eFJhY2RfN0lMcERvNnA3Qjk2VUhLWFd2VXEtcG80VGpiUk1ieG9PM1R0djdNYnc9PQ== | Z0FBQUFBQm5YV0MtUWFsRUZNclJWcy1tZGlOUFNiZWsyY2dQbGVZQ3FIX1lObThTaUJrOE9ERWR3QThXRURHUkxSSTE0cndpTlNPT0h6d196UHZLcTFLeGFsY09abTRVQkU5MXZ3cURTbXR0MFNDRENhbnJfRXlBUm9sZHR6dmtCQ01xQ19vMU5MLUF2aDdfcHNyNTBMYkJSSDdPaHE5VFVQdFZzem9FU2NkUzdfbjYyTjNYeGM4dWdSYUZRMUMtYmw0c0wyWnpYSWFDMzF1VnNQakQ4VlRpLVZid2tCR2VxZz09 |
“Tesla (TSLA) stock popped Thursday on the back of bullish comments from BofA Securities, with the firm’s analysts fresh off a Giga Austin factory visit.
“The trip gave us increased confidence that TSLA is well-positioned to grow in 2025+ with its core EV business and launch of its robotaxi offering, and longer-term from its investments in Optimus,” lead analyst John Murphy wrote in a note to investors.
Murphy reiterated his Buy rating for Tesla and upped his price target to $400 from $350. Tesla shares jumped 3% in midday trade.”
Source: https://finance.yahoo.com/news/tesla-stock-pops-as-giga-austin-visit-has-bofa-bullish-172718038.html | r/stocks | post | r/stocks | 2024-12-05 | Z0FBQUFBQm5YV0N1RnVNeGF2Ui0xTUpYMkxYWGhuQkFaTGxibmpyQjVJVFhLU2IwaUZCNzRKT05pUzc2bGlrcEJZcVZPd0hMckpwZnNzQlpWZl9MMkhGdFdFd3lxOWJ4ekE9PQ== | Z0FBQUFBQm5YV0MtNmJreHlKSF9pT1A2NUFBSDhZcXhxR2U5bng0TllyRXpvRUhUazJFdFlVbUdmaGhpSUVndFVvbk05QzNFT1M2WmhyWEVzckJ6UW9OVkxWU2E5UjYtUFE5UjlxSkhyRE11Ri12YkJXaVlBdFZDcWFwX3h3ZXJrUGtLdGpDQ3l2TDUweFFkNllyUWY2ZE5VS3ZQSHpVZEIxTkFPVzAxSWtwMC01Y1NmMWJzNnZFRmtvZk4tV05DVjRwZHo0VmV1Q1llQjNRSXlxV3pibDdzZWFyb0RvTHhTdz09 |
👋 | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1OXV5M0tQd05XcWg3ZTV6TDZaUk5Ed2g5SVgteGdDaWpxOHNzYjdoYWFNOXV6ZGx0MnhLOTZ0STdTUGNiMGdsQlBMRHU4WlBmcXVGZjV0TmNaSHEySlVmRkZQTzdLMTN2dllueUhlV1JUVFk9 | Z0FBQUFBQm5YV0MtVlRZQjFHNVpLd091UmhoNGh0bGF5UzNfbUpXVUgyU1NRc014MmJMblBEbzhPLXdySERTMF9wV2I5cnhVVnljTDZjdHRWa1RJZUVMOURiZDBzcERTTTU2aUU0dmUxb2ppOGhlMDNvcVpCRjhRQ3RmaHJXUVhwWEoyb3d0Z29nRlhWTk13ZkJaU2FPeHlsS0tYLWZWQmdielF6NGNTa1lRejNzT05JbmFyMnRiOHFHMWRTdXpibTBVZ3J0enpzcmMwWE43dFBEZ0l1V1dVbXRTYkl0S2ROZz09 |
Open vocabulary object detectors allow you to pass in a prompt and an image and attempt to output bounding boxes around objects matching your prompt. Image referential detectors allow you to pass in an image of an object as the prompt and a target image and attempts to output bounding boxes around objects matching the image prompt in the target image.
For a reference, [YOLOWorld](https://github.com/AILab-CVC/YOLO-World) provides both image referential and open vocabulary modes.
The idea I've been toying with is whether there is a good way to train for greater control over specificity. For example, If I pass in an image of a golden retriever, am I looking for golden retrievers specifically? All dogs? All animals?
Language is a bit more specific, but the same principle can apply. If I search for red cars, do red trucks count? Do maroon cars? In my experience, trying to be too specific textually with OVD models causes erratic behavior. IE, "A red car or van but not truck " would give bad performance, as it doesn't really match what would be in grounding captions.
My initial idea for how to systematically define the distance between potential targets and the query is via embedding distance. If I take a phrase grounding dataset, I could compute embeddings separately for each crop of a region and for its corresponding text using a model like CLIP.
A sample training process would be like this
* Select a random image. Select a random image crop embedding.
* Select a random similarity threshold.
* Do an approx KNN using that random image crop embedding, stopping once we reach a sample with an embedding above the similarity threshold. This is our prompt embedding If we selected an image region embedding, we are doing image referential detection. If we selected a text embedding, we are doing open vocabulary detection.
* Calculate prompt embedding similarity to all image crop embeddings in the primary image. Mark all objects with similarity above the threshold as positive examples.
* Run the network, using the selected image, prompt embedding, and similarity threshold as input. Use the previously calculated positives examples as labels.
Does anyone know of any papers that work with similar ideas, or have thoughts on whether this process would be useful or could be improved? I'm pretty early into looking into this, so just references or even field terms that would point me in the right direction would be helpful.
Other ideas
* Always detect all objects given a target phrase, but set the label confidence equal to the embedding similarity.
* Make the model capable of handling multiple input queries corresponding to the same object, to better indicate the intended domain. Possibly with both negative and positive queries. Not sure how to train yet, possibly sample clusters of similar embeddings from the dataset to build prompt sets.
* Perform instructional tuning, similar to what is done for some LLMs and VLMs, to make the model better handle complex text prompts, and allow instructional text prompts to be paired with images for image referential mode.
Related questions
* Is CLIP still standard for computing text and image embeddings that share a unified embedding space? | r/machinelearning | post | r/MachineLearning | 2024-12-05 | Z0FBQUFBQm5YV0N1OEswajJGcVJWM0o5UElSMWRTWGE4OHBSVGI2cGZwWXFpNkRDcENTajVGZFg3VUlobjd3U2NPaGNlMTdGYkEzaUN5NkhaY19sRUg5U1BfdG9haDdjb1RSZXFlcUNqUkt5c3BPd0hQZkxXQmM9 | Z0FBQUFBQm5YV0MtSFdieUdHU0pUX1pQcTlHSU5ESVJvWE5HSXVwOWdtT2dxZzlWSnlINkJ3SllQVWV6UkZ2Nkp2b0pRbkh0SVdMSWV1b0M4OUlsU0FxWjBvNUN1RWxlV2d6bEVqeWg2Xy14c2dub2hZODYwUjROZmJ6T3QwT2JCejNLcWQ3WENGbGdLZlpRaWZ0MWhYaTRXT01zdU5tNkIxRkw0NmpFMlBrWF9ETnMwUmg2UkJXTDBVcTVzaDlZWW5Ia2YxMGMySWhNQnBHRV90c053cllDNWJONWE2Z1NDZz09 |
BCH is much more than big block bitcoin. BCH kept the og goal of sound p2p money for everyone. That includes full self-custody possible for everyone, transactions affordable for everyone and smart capabilities to fully replace what FIAT is doing today.
https://x.com/bitjson/status/1858551244278645027
/r/btc/comments/1h5qkbg/since_may_2023_bitcoin_cash_contracts_have_been/
/r/btc/comments/1h6h1yx/bitcoin_cash_welcomes_its_first_stablecoin_on/
https://minisatoshi.cash/upgrade-history | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1TldjVzVQeVVUOXIxeFlmaHk3TUwxZ25IZlVwTlVSYjEybldLYUM4WVc0Nk1GSjZKSnVWZ0VNaW1nR0JselBZcW1KN0xnODQyc0VQOGxCajRteldTbnljLWZZYXhoaEUtdGhRd3Y3UWsydlk9 | Z0FBQUFBQm5YV0MtLUJPSFZDeDZGV3pjb29McUs5SnFTMl9SdmpIN2UtTzlVUnNPRE5PYVlyQlFqQk1iSmxqcEJqQmxrYW8zNzVvcUlxRGdKZ251MjdCRVkwU0JXRFAtdUJEWUNuZnJhbGNhRzFwbWJWaVY4MlhlNlBnR3BhVlZEbnNLaXJmN3NPbjBOUE8wQjFzcFluM1MxNWxkX29yY1M0UG1jMlgxbmo0V25ET2pvRkE4aVVIN0FaOExMeW1ZZS0tdGNITl9iZ2d2NDhIUDgtX1FFSEVYc0NCQ3B2RkJkUT09 |
Notice ... I've wasted 1.50ETH on TronWars NFT series. Great art, zero utility. The last 20 sales have been .002ETH, or $7USD ... They don't even post on Twitter anymore, almost zero marketing currently, and are saying they are "under new management" which means the founders are jumping ship. Jokes on me. u/JRNYcrypto is a joke shill as well ... Dude made out last bull run, now he's got his bags and is just riding out life on the beach. | r/nft | post | r/NFT | 2024-12-05 | Z0FBQUFBQm5YV0N1UlRKa3VWSlRFTHBQMzhPMmRqdTZ5UVlGTXJBdzRCZWs1d1VuNnVjZ3VFVGRjU1ZZTlhfS0FIelpZVTBKWVluS0hfai15LUk0cjRYdTRrWXVJUzY3aGc9PQ== | Z0FBQUFBQm5YV0MtMTR1VVRueGwtMXVqaDhKZmxnMy1KU21Id2pEMksyd3FTeVF6LUpQZ0wwSEc1cUpBQWVWY0hNM2lhZVZJaVRNS2lnOVlZQWh1QlRfaHE3anloQzRwSkE4dW5EYnY3ZEhacGhMaVdYTEdTdlI5cTl6RFJtYnktVDdhNHFjWDFGNnNLWkdwSTlfdlplblRpZmJjcnY4Rk9fZ0MtMU5PcDhsRUg2eC1KT2taM0VFQmpzbWczMHdDZUxSM1VoYnZTYmcx |
OP appears to be commenting in good faith which is a good vaccine against reddit's tendency to nurture echo chambers.
If it's a common (external) opinion that "many cryptos ... have better cash tech than BCH" then that's certainly something worth recognizing and addressing. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1dHBVZ1pNcEYyUDlVaHIxQmw5ZHctaENBLThCUW9GQ09xWFl1M1MwN2xPRTIwRmxvblQ0M0o3OGlMaWV6U1lrMVB2ZlpoM3FDZ1RjM0xNUzhZTUZGT0E9PQ== | Z0FBQUFBQm5YV0MtRkNRZ0o4bm1wVEpqY1ZQRGtRWXR4VHBaOEc3YlFHUEoxZ2xmMGNlX0hYdWpocjBtS3FPVmEzU09kdUhkcGpZMWlUVGxaMW4wR01kODc1cWtoQU44bHFoRUsxY1hucVF1cU1YWjdVaFJlRS1uUGlFLXhZUGxvLU1pSFRaN1hyNENnRGgxeWpMWlprZ3BhdndxNjdCYUh6Q1Y4ZndEVUl2b05hZ1Vvai1NbjFreE8xZlB6b2piMWJpWFlDdVRwaWdiZnZKZk02ejE3bDdWRkUxcnV2STNUUT09 |
After reading [this other post](https://www.reddit.com/r/Polkadot/comments/1ga7u4l/living_off_of_staking_rewards/) about living off of staking rewards, I created a little helper script (Python) to help me forecast staking rewards with some basic arguments. I hope it might be helpful to someone else, and if there are problems with my assumptions, I would love to know about them.
[https://gist.github.com/tjb1982/528220fe02d95cb164bacb2f63a1d398](https://gist.github.com/tjb1982/528220fe02d95cb164bacb2f63a1d398)
\*\*Edit\*\* I made modifications to add some features to speculate more.
The usage looks like this
$ python3 ./staking.py -h
usage: ./staking.py [-h] [-s STAKED] [-c COMPOUND] [-a ALLOWANCE] [-t TIP] [-S [SUPPLY_STAKED]] current_dot_supply period {days,weeks,years}
Reports DOT staking rewards over time. Only takes 120M flat annual inflation into account; assumes 15% goes to treasury. No account for burning.
positional arguments:
current_dot_supply The current supply of DOT must be declared.
period The number of samples to take of the sample rate.
{days,weeks,years} The sample rate.
options:
-h, --help show this help message and exit
-s STAKED, --staked STAKED
Amount personally staked. If supplied, calculates the daily reward for each sample.
-c COMPOUND, --compound COMPOUND
Percent of daily reward to compound onto STAKED.
-a ALLOWANCE, --allowance ALLOWANCE
The amount of DOT needed to live on per day.
-t TIP, --tip TIP Average tip percentage applied to staking reward. (default: 0.0)
-S [SUPPLY_STAKED], --supply-staked [SUPPLY_STAKED]
Percent of total supply staked (may provide multiple values to report multiple scenarios).
Example: ./staking.py 1,525,812,289.12 72 years -s 120630.19 -t 1% -S 50% -S 55% -S 57.5% -S 59% --compound 1 --allowance 20.548
In messing around with this, I came to the preliminary conclusion that the best process is to compound 100% of rewards and give yourself an "allowance" -- if you tweak those parameters, you can come up with a sort of realistic scenario:
$ python3 ./staking.py 1,525,812,289.12 72 years -s 120630.19 -t 1% -S 50% -S 55% -S 57.5% -S 59% --compound 1 --allowance 20.548
This comes from my situation. I'm 42 years old. I took that age and decide I could realistically hope to live to 95 years, and then I padded that by 20%, in case there are miraculous medical advances that lead to an increase in longevity, taking me to 114 years. Subtract my current age (42) and get 72 years of allowance. I arbitrarily decided that $75k per year (in today's dollars) seems like a reasonable income, and that $10 (in today's dollars) would be the basement price that DOT will hit in the future. (A lot of this is pure speculation, like a kind of Drake equation.)
So if DOT is at $10, and I want to give myself a $75k per year allowancwe, then I would need a daily DOT allowance of 75000 / 10 / 365 = 20.548 DOT. And furthermore I don't want to die with DOT in the wallet, so I tuned my arguments above for a variety of total-supply-staked scenarios (50%, 55%, 57.5%, 59%) and found that I would need 120630.19 DOT to die in 72 years with a constant DOT allowance and no DOT remaining, as long as the total-supply-staked is 59% or less. And again, this is me at 114 years old.
The output of the above command begins and ends like this:
2024-12-06 11:45:24.491738 — 0 years
50.000% staked: 13.24% APR (reward: 43.74 DOT) (120630.19)
55.000% staked: 12.03% APR (reward: 39.77 DOT) (120630.19)
57.500% staked: 11.51% APR (reward: 38.04 DOT) (120630.19)
59.000% staked: 11.22% APR (reward: 37.07 DOT) (120630.19)
Total supply: 1.52581 B
2025-12-06 11:45:24.491738 — 1 years
50.000% staked: 12.27% APR (reward: 43.54 DOT) (129517.56)
55.000% staked: 11.16% APR (reward: 39.10 DOT) (127940.30)
57.500% staked: 10.67% APR (reward: 37.20 DOT) (127260.20)
59.000% staked: 10.40% APR (reward: 36.15 DOT) (126881.28)
Total supply: 1.64581 B
...
2095-11-19 11:45:24.491738 — 71 years
50.000% staked: 2.01% APR (reward: 30.25 DOT) (549203.11)
55.000% staked: 1.83% APR (reward: 9.32 DOT) (186041.35)
57.500% staked: 1.75% APR (reward: 3.17 DOT) (66120.28)
59.000% staked: 1.70% APR (reward: 0.34 DOT) (7374.12)
Total supply: 10.04581 B
2096-11-18 11:45:24.491738 — 72 years
50.000% staked: 1.99% APR (reward: 30.09 DOT) (552788.71)
55.000% staked: 1.81% APR (reward: 9.00 DOT) (181952.07)
57.500% staked: 1.73% APR (reward: 2.83 DOT) (59779.30)
59.000% staked: 1.68% APR (reward: 0.00 DOT) (0.05)
Total supply: 10.16581 B
| r/polkadot | post | r/Polkadot | 2024-12-05 | Z0FBQUFBQm5YV0N1aVFIRmc2SHpMQ2c5QWZqaDRrUDVYMXNlODRNQUFKT1NXcF9kaUlWcm5lZEVhb2tBUERUUS1SUjBtbEtfS2N0LUNpTldwUTJhVUpnWVNMb2JzdC1GZmc9PQ== | Z0FBQUFBQm5YV0MtQWxGUWpIcWVwNHdrTWQ0dEx4ZDZ2N3JGNGpwLW5Pc0tzb0JBWlR5emdTWWJJV3YxSkdHVWtmdnIxTVF3QjN6UHpHSkVZemVSTF9iZGhuWFBKRTBVZE0zVm5SZHgtNU9uaHRaNGthVXNYQ2wtcWxLM3VzUWNEYXVnRFc0SlcwQ0N4bFRpTHV4MVVsQlI3UWdZNUR5UEdqSU9zTUFsazNKakJjYzlRTnBMbXhJRjJIU01mTmNObzZSQWhGb0FOWE9u |
Get on twitter. Lots more news there than here. | r/bittensor_ | comment | r/bittensor_ | 2024-12-05 | Z0FBQUFBQm5YV0N1V3hCMTRXSzBIMFd2VHFBUFE0bEVCdmZNdk82cnBqSFlVc0NwUHNWRDZFQ01YV19WQkhfck5rZkhsQ2d3Z3pPVTdCRkVWZTVYZm9heXo3VlJuX0N5QkE9PQ== | Z0FBQUFBQm5YV0MtYXhwdlNhTW00TEpsYi03WkFPaHFKRmJnOGlKMEtnOUtXNmdYTmlxRWxCWU9MQ1VKcE1HaGdVaU5ZME9JR3hHUUZSNTVZajIwTFNqMkM5NWlpM3JaS2piWF9BLTN6OUlXQnBOa0NCdkJ4LUR4aUs1bFpxR0t2Z1Z1bnJvQTNNZEdWX3FnMHNfTHA2ckd3cUZIZmg5VjFWNHBOVU9ZMUctVHBaMWstZm1YaXVpbVRXaTBqeHVYSks0a09lQ3ZZRThJbnVuTWg1NzM4MEVFelJwX2ZtNktwUT09 |
Jump in PYR dude..this still take off soon | r/filecoin | comment | r/filecoin | 2024-12-05 | Z0FBQUFBQm5YV0N1ekFDNjVVWFVUZ3ZBUmpxWWlTb3JyWVRGQ0czcGFQWmVFX0daZTRvcEhxbktYUUZ4bFFQM2dONk9jMnZhRGQzdFA4Z3lzQjlNVkRhaUc5UGFzRE9Pb1E9PQ== | Z0FBQUFBQm5YV0MtTnQwbFZvSlU4eDhtYVhXbi1aWXBMMlhnR0lqeEhmTEJLSVN4a2RaU3B4YUIyUHVvNldGb0VUYjQwR0xqUXhTTDhFaTd2dzg4M0pZTnkweHRWSVFTb3I2cXpNc3dybjZOd3dFMGNvQzBsdUhhYkQ3d0EwS1paZWhqUm5PMzlOV1VnemRjR1Rjc09kWjBfNHZUbnlFMVEtZmFuTHlKMUwwVkotQVl2OWp6SUlmX25aS0NBTzFjSDJtWGxfLWEtUkRralR3N05FRzRFMFdzTzRJc1dQUlNxZz09 |
I have used a decent number of cryptos, and using BCH has always ranked near the top for both speed and low fees. If you hit a merchant that requires confirmations then it obviously slows down, but that's the merchants choice to not support 0-confirmation transactions, and in the future there will be new options in that area.
Consider this: it's not unheard of for people to mention the possibility of Solana flipping Ethereum due to the higher throughput and cheaper fees. A big part of this is because Solana partially validates transactions in parallel [see here, e.g. Sealevel](https://solana.com/news/sealevel---parallel-processing-thousands-of-smart-contracts). EVM is naturally sequential validation (low throughput), whereas UTXO is parallel (high throughput).
BCH is the first full UTXO chain that has true smart contract capabilities, is massively scalable, and has a community/ethos dedicated to layer1 scaling because that's the only way it survives is by being massively used.
BCH has been ignored by most of the crypto world, but it's kept upgrades going over the years. It's now starting to show what an actually [developed UTXO chain is capable of](https://www.youtube.com/watch?v=ssB-xXdSANk). | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1OExNc2lDaWRMODZZRzZnay0wdUlLOHNodGdjV2tSUEdJTlFhZmhlWmpQc0pPWktLZVE4NkI2bHlma2g4bjV0SnZLZEV2OTZyeVJZR3FkTGI3ZGIxMkpkR2xXbTRXYjY2QlBqSTI2VHd0YW89 | Z0FBQUFBQm5YV0MtZzRIeVBoVkhmT2ZZaXktYllubXNVRDk1ZzFXTUp4dmJkLXhyWUszWWJpeE5qaDFzZ2RWQVZYNHB1VWJoa2xsRjg5dWVKeGlXUzFQNnJKNW9vamNYZTQ0UmEyU0p6bzRXSXBhTTg4MVFpUzVrLWh6S3NiTjRQY3RyZm9ZY1dNVDdPenZnRjhLTXFUOWhzTGlCMEl1QlJBX053YlBzX0Z4a0xpRVJuR3dmUE81Q2JLUU1vTFN6eXJpd2FGajhjN29lWElOLXd6andxSHZqTjUzSU1CQS1uZz09 |
Watch out guys, this guy is a scammer. In hindsight it was obvious of course. He tries to trick you into using an AI translation app during the interview, for which you have to connect your wallet. And when he sees that you don't fall for the trick, he deletes the entire telegram conversation and blocks you. | r/web3 | comment | r/web3 | 2024-12-05 | Z0FBQUFBQm5YV0N1S2YtUWNjQmdkYlN6M245TU0xcmhNSTNTVWtCM0VfM3QyS1NwUmhKbXZJd2NVNHRfUGQ1bUh1aW9BQTRaY0Jib0hhY000VXNfVmtOOHA5bkE0UFpBd1E9PQ== | Z0FBQUFBQm5YV0MtZlNqZ3RTamdicksySUFHbUdVNVBDdUptWXlaeExUbkhQamdGdEI0Nmxfa0xCU0VyZ1pzbUFpMlVrREtoZGhHM2tNelAtVFh6cGJseGtYSFJzZU1FLW1oVWE1TnE3ZUk0OFI1czF5MFUyd2pMMXdDRExCU3ZpeDh1TGhZRTI1alpXdUZXRHZyM1plWk9XLTdWMWZqSDFOc0VrdHVYbE1acTMtamg0ZDNlV1VRY2tCT09qUFdDdlV1MnRfN3l4azJpOWR3Xy05Qi0yeEFuTU05bmNWRENnZz09 |
Technology first. Speculation second.
That said, is there any chance I could get (or get pointed to) a simple introduction to CashTokens? I've tried reading about them but something is just not quite clicking. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1Y19NZlByNUVRS3FLZVl6Sll3WEJaQ0RVV1pwVnhSelo2TmRCVTRyZkMxdVZxT045SlczSGJPRDE0XzZERHYyaG5YWWZjQVRzUTAxYjdmYlp6X21MYm8xUDZXMk9hVHMzWHRCV0JKLUtmQUU9 | Z0FBQUFBQm5YV0MtM3huemFsS29KYkVsaFMtOGhnd21GbTlDLWExbVRDYll4cl9scjNiV0g2YjhKVWxOb0ZfaE9SSmNvT0tKSWRESlV3TkJSdkZxUnZmc3A0MnduR1B2NVBkWnhvSk9FRnV2d1BLMmFWNjBEOHo4cWliVTdZQ2ZWNHIzUFloWnNjbjhIV1kzSFE5UmcxZWk4NDN1RmdPazE3UUkyZGdGdU54UFdESDA3Tl96QTI1aGdRZlhCT3RKeXhSM3ZsbTdqSVZJQlAyRVBNTkhxMHN3aHFpcXpTRGZ3Zz09 |
VM limits were the messiest problem blocking Bitcoin Cash VM development since 2010
What is VM in this context? Simply virtual machine?
Are the fees smaller per vB? Or are the transactions smaller than 157vB?
How is BCH simpler to self custody than BTC? Surely the larger market is better served! Is there a hardware wallet that you’d recommend looking at? Or even a software one?
I haven’t read all of the sources linked, sorry. I will, but this already a long enough inquiry! | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1dTZoRloxUWI3bjEwU0ZUa2xLU1ZqaW9ZaVM2Tl85YnVKTDdnTk1CbWdfdll1dUdWV3llb0dkVnRmS2lDczJLMEtXZmpmeGhKajRNLXpHYVZPaldCVHc9PQ== | Z0FBQUFBQm5YV0MtTFg1cVlOTEJOUFB2WTRneFIxY1Q3eGlkbHdRR1NyRk4tWVRNUUxKckxWMENyYWg2SkR1N0R5UllGbW5UZkNoRHh6eVRJaTB0ZVN0d2FELXBvb1FXcldFRkd3LXJLNU9veDF4Q1dHa1ZYRTRVaC1NSFdMb3dVZFA2Y2lSRkpjcjY3dzIwWnRIVUtlUWQ5eXNySERNOWlhRGxQX1Fhb09GeTQ1bmZ6Q2JXZzdrV29uWFB0MlRUZExCU1V2dE1kbVY5eldhYVZMTVRLNkRJUFYzaUg4ak1QZz09 |
How do the dynamics of dTao actually work? Will it affect the value of Tao itself? | r/bittensor_ | comment | r/bittensor_ | 2024-12-05 | Z0FBQUFBQm5YV0N1aE15dWhMVUpuUV9zMGVFeGw2T0pPYUxIX2VxWnBXeWtyLVRISFdhc0RDSmxXWjhURF9WWHB3MHhGTlc3bHMxNUs3Ylp2ZXlybTNHMzRQSm9TUHZKdmc9PQ== | Z0FBQUFBQm5YV0Mtd3VQUVg3YTlzNzNGUnBySk0yZWY0Y3J2RTR0WjdXQjlPdEtqM3JiTF8wNjFyWWFCamZENDNDaHFSWVN2eFc0WjZuRWJVRk5fd3BGLVllc1JJbFpDSmkzRkJLV0xzVmRCbFFVY01MNEUzSlRBZzZfVk9KcEhJNEVoaThjWVk4TXh6LVFtV0gyYmhncjdIckUyOGJwMzJwQVB1bDJMOTJTUDRrdm1xRkpoem1oQlZmeVpESHFYMlhpUHlzckZPR05pM09scEVKeXBWdmg3QnRTVXZmS3p2QT09 |
Recovered $2.5k in just 2 min frame | r/btc | post | r/btc | 2024-12-05 | Z0FBQUFBQm5YV0N1UVAwTHhNTDFxejlaaVFPdDM4OVlHdHhtaFlqVlhMZkNuUFF2MDJCb1QzbVNldjdjYWFQZHlzLVJ4TERjempMM3JwYlRxTkhuODBEUmlHTmJiYmFyVzgySHllVXpSdW1jd1kzdjZYal82ZzA9 | Z0FBQUFBQm5YV0MtUW5LdUdFdjNOVmhHLUlnV2Nxc1d1LUxrOWt0bFBzMUo3WmRZNk4tY3VxbFJUUFd1akJpTlpOc1E5SWFPNGR5MU5rZVNqbkwxVEN3WUNYSHU2WTh0dzUtNzNfVzhpTW9ON1FyRW5jU21aTnVrU3VDWGE0bS0tX2ZaWG9IOW1kMzRRTVk3eXNZQWtfeVFOM0hlWmhVN3RnPT0= |
>What is VM in this context? Simply virtual machine?
👍
>Are the fees smaller per vB? Or are the transactions smaller than 157vB?
There are no vB on BCH, only real ones ;) No shady calculation shenanigans'. Current fees sit at 1 sat per byte. Transactions size are both smaller an bigger than BTCs depending on what you do. Schnorr tx small. Smart TX contract, bigger. The 1 sat per byte is a comfortable situation for now but actions are already planed should BCH's price rise to ensure fees stay low. Since BCH has a flexible supply of blockspace fees discovery finds minimum prices, contrary to BTCs tx auction that finds maximum fee prices.
>How is BCH simpler to self custody than BTC? Surely the larger market is better served! Is there a hardware wallet that you’d recommend looking at? Or even a software one?
BCH provides transactions for everyone. BTC only provides tx for around 1% of the population meaning not everyone will even be able to transfer their coins into self custody on BTC.
If you are looking for hardware wallets almost well know wallets support BCH. I really like Satochip as a Hardware wallet but it's a bit more technical to set up.
For hot wallets take a look at this post:
/r/btc/comments/18t4bk7/my_bch_takes_too_long_to_show_up_in_my_trust/kfevohl/
>I haven’t read all of the sources linked, sorry. I will, but this already a long enough inquiry!
No worries, there really is a lot to learn when coming from BTC take your time. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1VWcxd3NOT1lIQUR1eEpnSXJIVVVBRzRyY0F3blB0UTNsams0eG1BRGRQMHMtdllqV3pNbGdUd1FLc0V2elZKSGsyM2Y1VGhacjctbnk1RmJMODhOc0taODI3V0lMNFVXRG1ZTlZiQ1hISWc9 | Z0FBQUFBQm5YV0MtMFlUUG0zdGk0eEdkczNscy1VcWhCUTBFWDU3QlhEYks5LUtsdFFWR1B1SEROel8wbXZkZzRQMjl6NGpXY29pZUtLejFxUklQUjdYUU4yMVgtUHVNS0ZRaXJ2em8xQS15SkstZVdVX2VIenVWSGVHdEpNc0x1bDhIV0dBNnRQWHhNUnNSc0RYT2hlaURlUWlkcHU4QzRldWtJRHdaYkRiSnZFWjZ2UVVVRVpQTzFDblhYSGVmMEZvNEN1VjVKOC0zVy1CbzE2ckdDNkJwZjl1M3FUYk5ydz09 |
Clean & fast:
Selene https://selene.cash
Flowee https://flowee.org/products/pay/
Advanced:
electronCash https://electroncash.org
Multicoin:
Cake https://cakewallet.com
Stack https://stackwallet.com
Multifunction:
Paytaca https://www.paytaca.com (w/ cashtoken support)
Zapit https://zapit.io
Online:
https://cashonize.com (w/ cashtoken support)
Overview over more wallets:
https://www.bestbchwallets.com | r/bitcoincash | post | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1S0Y2dnRDYTlUUjNOOFI3UlV5ZHZFR0ViQ2xYYUZkZl95MHZCb2JZTUZ5ZEY1cjBSWDZtS2g5bUxfTFBnR3RQRVpZS2hsNDVqSWJhTmlRYThZTUxIMnVFaEdERGVWZG5ZN2xydVhicmFOd1U9 | Z0FBQUFBQm5YV0MtbDVNYjV5X1ZxaTBiMDRUVnU0T0Q3ZF9xdV82V3pXUFNnRFZ5UW95R3hGa2dBRVBfUjRRU1BYVTRfeHhVMFh4OVdZU0Q4WnJ1dnZHT3FRMUkyUUR5cGRIQTZEdWs0bmRTRUw5SEc5T3c1dmhvalpPdDdGZ1JaTVMybVJFWVB0YlZUZ3hhM0Z1eU50UThzbmU3UlZZdDZNaElkODdQTEk2Vjg4LThwZzJCUFpCTEQ2c201SjIzVG1sVTQ0d0hIbFdh |
Retirement savings 5000k all in (actually was 6-7 but lost that with puts when IV was high :) )
dont care how high bitcoin goes, i just hate the stock and I think it will go down because its up so much already and im regarded
get enough upvotes and ill put another 8k in
Will update weekly :)
https://preview.redd.it/w4ivsrrqy35e1.jpg?width=2854&format=pjpg&auto=webp&s=31b6a53cd11b5f8cacfe70805db4916828226c7d
| r/wallstreetbets | post | r/wallstreetbets | 2024-12-05 | Z0FBQUFBQm5YV0N1Mk8yWlpOcVotSlp3R3J3SVpLakZxdlZhOXJETXFYcks3aUEtOG9udmhXMUlzckdCZ0hHY2gzUE5tQ29WN3BWdldsTVFPQ190cTR1ZmlyN2hXRmZxLVE9PQ== | Z0FBQUFBQm5YV0MtaW5nWUVDU1hBRlVNLUhtdGU1MVRJTEQ0WmhkYk1aOVFpVzI1eHJWUGJRQ3VLbGpubTE0Vzkwdl9SblEtdWd6Vk9IVXpyamhwSkEtdjFVOTROYmI0b01zN2pNQkoyYmctd1BfMWw2RFViYktMMkp6UUdRWDBTTV9Sdy1iNHZCUEktbTNVX3FrVXVhZjN1a25VdVpVa0Rzb2huTmJKVTM3YTBZZUtKbkZCYzZZPQ== |
What are your thoughts on this? | r/cryptocurrency | post | r/CryptoCurrency | 2024-12-05 | Z0FBQUFBQm5YV0N1a2hGMnI5Uzg1VVNQTlZfWFkzMEx6NmtUeGsxOVFMOV9XX19xVk5iRHRWcDZnTkhCdl95TG4wTmxvQ21oYTJfalFxeWs3Zk5kbGlyOWtpaVJnTHhpOUE9PQ== | Z0FBQUFBQm5YV0MtTm1HYkM3X1pYaU9LUnhYOW9odlFnRmdQUlBTVHdTU01JTDdqWXdrOU80TVFzVzY3RzllQmpRNjQ5YXY4ZW15d0ZPeTVzc2pTV0lhVzlXbkFfRGRESGI4RUZKRDdKejExYjVSX185eDZ2bjNNSkc1bGpCdVoyOVJyMnhKSFhaVUVRWi13V3p1eHRpZmhIZjRjSUNiUGZlVEJrQzZUQlFyM0l4dnVraDVZNnNrV2ZhUWQ1ZlJWTDRKYTdMLXNtbVdYSWhfZWZid1BjdkRxby1ITjVKLXp4dz09 |
It’s literally a BTC fork. And it’s a fork that has kept the original philosophy of Satoshi’s white paper.
If you want to know what BCH fundamentals are, go read the 2009 Bitcoin whitepaper. That’s what BCH is. BTC is something entirely different, and there’s a very strong argument to made that BTC is the real altcoin. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-05 | Z0FBQUFBQm5YV0N1U29vNFQyajkxaUlWRzFFVEJGWjJNdm1kLWtKTXdTRkJZV2lwTGZZak11QVQwN1hvZkZBUU1hQnRqWndjNnI0b0x1aDhfeU9HTnZpR01hUU9Fcm1hYUE9PQ== | Z0FBQUFBQm5YV0MtS1FOdVlzV0hRY3ZGcEVPcEE4OHp4SUZxTWRkT1hlaW1aeE9HUzdLMG84SXlpUkwtS2QwNUVtcUVldzM2S0FJbXU1b3ZVTXRqdG1vRXktY1BMN1RHQkl4N1dhajNlMFc2cUt1RzlxVllwbEloRXdvN0tyNzYxVGt2TkVNenMwLU1Nb0hFUnl1T3BsMXpfOWRTU0xuS05rY2lkeWVVLTVjTHljQTNXMnlsSkNkVjkyU2JrMHBOLTZKdUtTbzQwbzFtcDZJM0tCaFgyam1nb2hnNkxrVEs4UT09 |
Paper: https://storage.googleapis.com/deepmind-media/papers/SchultzAdamek24Mastering/SchultzAdamek24Mastering.pdf
Abstract:
While large language models perform well on a range of complex tasks (e.g., text generation, question
answering, summarization), robust multi-step planning and reasoning remains a considerable challenge
for them. In this paper we show that search-based planning can significantly improve LLMs’ playing
strength across several board games (Chess, Fischer Random / Chess960, Connect Four, and Hex). We
introduce, compare and contrast two major approaches: In external search, the model guides Monte Carlo
Tree Search (MCTS) rollouts and evaluations without calls to an external engine, and in internal search,
the model directly generates in-context a linearized tree of potential futures and a resulting final choice.
Both build on a language model pre-trained on relevant domain knowledge, capturing the transition and
value functions across these games. We find that our pre-training method minimizes hallucinations, as
our model is highly accurate regarding state prediction and legal moves. Additionally, both internal and
external search indeed improve win-rates against state-of-the-art bots, even reaching Grandmaster-level
performance in chess while operating on a similar move count search budget per decision as human
Grandmasters. The way we combine search with domain knowledge is not specific to board games,
suggesting direct extensions into more general language model inference and training techniques. | r/machinelearning | post | r/MachineLearning | 2024-12-05 | Z0FBQUFBQm5YV0N1WkgwYjM4M3pUSXJRTVo3TUFzemlfZWFkMGllWFJCTjIwM05ySWZVT01GemlXTXpXQ1VNcHZvUzJBVnFIVkJjbXpRR3JPbXdUSVZOZmFhSk80TXlCUVE9PQ== | Z0FBQUFBQm5YV0MtbktwdERkamFkUkFwZ1dJRFVOR1duanVvbXVBekZ4RnloSWZpNDhvSVg3S21ILVNEWllqczc0dHNoeWhkVkZQejRaUXlPNU1MTVN4c0x5RzY0QU52V1JOWkNaYVBRbzBJdTMwc3FzZG9wN0pwbXZyeHRwc2wzWWNuQUZDY2g1TGVkODBIc1BsTFpXVTRsNGgzeEdWZk5STnJVMHpWclZHcnpfUXhOMUJxNjN2X3UwcnQ1ZTZvXzZlX1dmQm5pMHJ3d00xUGxLREF1OXJJVURMdXlzNnRQdz09 |
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**Stand With Crypto**
In light of recent events and the challenges faced by the Ethereum and broader crypto space, we'd like to draw your attention to Coinbase's 'Stand with Crypto' initiative. It seeks to foster understanding, collaboration, and advocacy in the crypto space.
[🔗 Stand with Crypto Initiative](https://www.coinbase.com/public-policy/advocacy/standwithcrypto)
Remember, staying informed and united is key. Let's ensure a secure and open future for Ethereum and its principles. Happy trading and discussing! | r/ethtrader | post | r/ethtrader | 2024-12-06 | Z0FBQUFBQm5YV0N1NjBEaDRBeFNOOF9pNUxLLURROUdSSVNrTExYUVZmanQwSWg5SlZ4SHExRm1YcWRTZmpPR240cUg4Tk9jWHB6SHRDVDdQQ2VlRWMtSmFOSlBqdkJnZGc9PQ== | Z0FBQUFBQm5YV0MtTGdYUVdKRzBSV2doZkpZWTYydTRvSnRDdEZIUmdETWJ4TWRuMWdrM0xEdDF4UjdwbnNlNlJHVDNhczl5UkR1Qmg3MS1ibmtnZnZpYWN2WkV0S0w1SGZIYnRaLWlBeWdJc3c4dlpIbTlobTE1OVVoalRyLUVGOXdjdkNxa014RUlfQUVXQ1ZDZUJIcnkzUXYtMmlFNTNKOUI4N1RjZElubjAzbzI2RHNRQU5qOUdHM0pHQzB2UXJwRUFsMEhaWkRBR2dGNW4yd2Z2OFNvM3Z5eWk5ZmxVdz09 |
Hi everybody. I have a list of user actions (around 1m objects) where only a small fraction (less than 1000) are labeled. I want to find most similar objects to them. What is a good way to approach it?
I personally have 2 ideas in mind: one class classification or unsupervised clustering. My problem with the first is that I know only 1 suitable model (one class svm) and it can be too simple for my data. Problem with second one is obvious - it's unsupervised and labeling will be used only at the final step, so their efficiency is not guaranteed. | r/machinelearning | post | r/MachineLearning | 2024-12-06 | Z0FBQUFBQm5YV0N1R0JsRVF2TnNiUG00MUtDLXh6SXhWU0d0TlFBNDhoejIwSkFwZ2F1N2RXd2t3eXVINWZQRjZVSjl3RG81bEJfZ19RQ3FKWWt5X09Gb2REZTVNYkRzMmc9PQ== | Z0FBQUFBQm5YV0MtUmpmTVdySDVsaWxGSnZNNHhzMUhPRnRfQ1lRTmpBSnFLdkVUVEtZVFZNbjAydUhFWTNpREx3b1QtZXJnOU1RS0dGVjdoT0JZc3ZjV2trMWpqNy16REhTa3JFTkthekRmaE9ZbXJkU3djc2RyU1dhaGFFRC16Y01oN0s5RzBESDJtb3prVFNnaHU5ZklnZS1taVNPVDRkTnhITkJQSDcyaDVUaHhwcmctWnU4PQ== |
> You guys are always comparing BCH to BTC though.
I have been around this space for a while. In the early days I tried a whole lot of other cryptos. I dug into the details, I evaluated the technical merits, I even mined some, and eventually after all that effort I came back to BCH for the following reasons.
1. It's literally the original project. It does what it was designed to do. It's elegant in its simplicity. It has a proven, simple, tested, security model.
2. It's initial distribution was fair and has no risk of falling afoul of the SEC.
3. With very few exceptions, newer cryptos are mostly hype, claims, securities, not proven over time, and don't add anything of value over and above what BCH already does.
If some other crypto eventually becomes peer to peer cash I'll switch to that when it happens. For now though I am here. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1cWhlMWxVWG1VQjV4UVJzQU5zYi1vZ0lYMHExVFZ2dllVaUpoMzBaOGE2UXpsS0hHZUpyYmxuUkRaRzQ5QXBBcy0tUEgxQm5qYWtSSW5sbVd6WFdZVXliTUdxX2FGM3JrcmRBM3lzTmF1LWs9 | Z0FBQUFBQm5YV0MtbUJmX241eFQ1akpNU2Z6emdXekdhRHJSTF9ySkFyYk4xN3d3TjM4YzJGWkIwRFl6UTNMMkJ4X0kxbVhrSFpnWjM4emNXWWF4V3EyVDFVaHhqd2dkdnZENUk4aGRYQ2ktcnduVzhMQnctR2ZpTm45TVdySUpVamxSYzdKZ1ZqOFpCWW95UzJCbS1yRHdYcmtrZy1rRERlREgyeFhLUzlCclUyM2JrZEhIbGg2dUJPZ05Id3Y5OHhucVo4ZVNjUmN5VjhzRmMwZDMwQXlQWk9iRW53bTJLZz09 |
I actually had a brilliant strategy and I was up $40,000.
I had managed to recoup all of my years of losses and all the pain was worth it.
But then it went a little bit wrong and now I have no money left.
| r/wallstreetbets | post | r/wallstreetbets | 2024-12-06 | Z0FBQUFBQm5YV0N1Ny1ZT3dwSDZBUXdLMGxGN3VNVGNrUVBFUnlQeTAxUE5PcVEzTXZ3YUhRc1pseU13Zm92eTFjeE5uUkhlYW9MUVdoTnVqT2w3azVXaG1PWC1tOERtMEE9PQ== | Z0FBQUFBQm5YV0MtaUphNWVMdUFFRzlsSW1CTmZPck5KNk8xVWZtWHV3SzF4UWs1LW1UR05yeG0yVFd6T01RcWNoUUlabHRZRDVmcEFTUkxXTnZ2UVROYlNGcDFqOWZqclpKT1l4anB1VVI0OElyTERFYTgyM0psb3NsZWNmMVVYOXY1eFhicS0wTFlSaHZqS0NyTFh0Qjl5MzBob3NnYnFjcWJ4cEZ0TjNpU0RmNmRSQzBseDhkZVVjYTVRS1dYb0F0NFI4Tkk5czY4WWh2UmJKOEJWVThnR3hiRXZ4bWNTdz09 |
Does anyone know of any services that offer input token log-probs from open source LLMs like LLama-8B?
I'm looking for a cost-effective way to host an LLM-based application with low traffic, so I'd like per-query or per-token pricing, rather than per-hour GPU rental. It's unfortunately dependent on direct-access to log-probs on user-provided tokens.
None of the "chat completion" APIs I've found seem to expose this. It makes sense for private models, but for open source models, I don't see any downside to exposing it. | r/machinelearning | post | r/MachineLearning | 2024-12-06 | Z0FBQUFBQm5YV0N1MWF6QWp2cG8yaHdySW1kMGhJcFNhQnUwVVQ5WENqRC1zM1g4NWRoT0Yzem9RcG82RF9pUzBRcWlnTGQ3S1BFeUFOdXNTdTNNZ0R3LURKUUF0Uzc0WVNtRWltemc1cjd5MXdTLVhDTjZPQ0k9 | Z0FBQUFBQm5YV0MtNW1HLTVDeC0xRUJZem9nTERadjhwMHRoTnIzUl9vbUdaQVdpa3FhZ18xendwN2drZ0FJVWxRb0U1XzdJSy1aRkdJdV96R0s0b0hfWWRhM2RNb3psYmtzTFJjVnhFZmhJREUxN09pV0Q4Y2g2YkxGcnJnXzhkbDVkV3dtOXBtWDJHMDlCRWd6NHJ2QjhTdUxmbEpsRVZCR3ozdzJTZlZGQkhaYWlvLUpxRlhNbkZsMmZ3bk1idDFBMDJGVkZob3c5ZHdWMVFVQVpfWGx1RWJVMENkWkxBZz09 |
I cannot unstake my SOL anymore because the stakes account is now inactive. Phantom wallet advises withdrawing but it’s not possible. Please help. | r/solana | post | r/solana | 2024-12-06 | Z0FBQUFBQm5YV0N1RlVaejN2bWIzZ0FRUEhlY3VlWlhKSmw5RVFaXzlCMm1QSFJ0ZVpEY1YwazByTV9FRjFNR3A5aG01czQ1ZVg1TW5mWjZFRm1jbHpsYjB2STFKTF9JMVpyUzFIQmVtUjdwVVlTSERiUTlMeFU9 | Z0FBQUFBQm5YV0MtMkpLYU1jWmk1bFBEeFpva2x2MzcyQmQySXlIT0Z5bTk4SldrX1FwUnFnRzA0VUMxS0VjaHU4YnBjZ0xnVFdCZlAxN09tV1pteXJ0cDlMODV0NjBCQWxZUGxmVU80UGRrN2psMUVNQnllMU9HbzlLLVU1b2Fza2RNYXJWM1I2TlRIUm5wX3VLQW5UbVZqQ0MzRmhHcnd6aWpDTWtjblZQY0hjVXgwV3ZKa1RvPQ== |
If the company is storing the biometric data properly, then there is no risk of leakage because its stored as an encrypted "template". I would trust a Bank would do this properly. However, putting the responsibility on the app opens up the possibility of hack/misuse, just like passwords.
Because once an insecure site exposes data that allows the raw biometric to be recreated, then everything with that biometric is now insecure and there is no way to change it outside re-registering with a different biometric. Just takes one mistake/ignorant website and no fault or knowledge from the user.
Also very rich people will have to make sure to wear gloves and never touch a glass or anything in public where you are basically leaving your biometric everywhere. There are videos on youtube on how an amateur can re-create fingerprints from touching glass. Face biometrics can be beat with just a picture of someone. Consider if you damage the finger or something accidental happens, now you have to rely on a second alternative method and security just got cut in half if not more. | r/web3 | comment | r/web3 | 2024-12-06 | Z0FBQUFBQm5YV0N1aC1MM3pyZDltU19fdy0xM2s5QUpoRHl5Qy1CY2E5MjdYdnpOUmNlS0RTQ0JpZDRjUnRWVVh4NDdabmlrSTFVUE82S1pRbFVCS0dvQnFydnQ0OTQ1R1E9PQ== | Z0FBQUFBQm5YV0MtSGVhbkJ5VW1hcTBMaVpjT2tpRGt0OTVEQkVKQ21qcWwzbDJ0M3N4Vl8ycVBYNzZmX2l5YTNUY24zWjloQy1rVmYtbGdmeWR2dFF5TFBKZkxyVUY3cllRSlBWLWUtSGJ3blhBdVZOQjBnZVJHNVc4dGh1V2xyMDF4YUJaNmhwLTBYWHlzc2Q3d1oyMWJaU01vN3VYaVYtWWR4VkpYZEpzNWZWQXVqTmF1aDhhaGhVd2dHVHV6R1laX2pwdlQ3RDVESEhDZHNObDMwWDRLbktFNV9vc2N1QT09 |
I have a dataset that, when plotted, shows a noisy black line. I'd like to smooth out this noise to get a cleaner trend line (similar to the red line shown). What methods would you recommend for noise reduction?
https://preview.redd.it/p8q0i4f9h45e1.png?width=1574&format=png&auto=webp&s=29cd8c82af7b54a1d3da22655502fd5cf406e807 | r/machinelearning | post | r/MachineLearning | 2024-12-06 | Z0FBQUFBQm5YV0N1NDk2eWZFN2ZFRVhwMFlUVFBnZVAxbW9nc3hoVUlrd2NRakx1SmtOU3Vqb2hzUEdMckNONi14Mm5xQW5mVWY0VDd3akNZZ1V4WWRnS05qWGRjRkQ3OGc9PQ== | Z0FBQUFBQm5YV0MtZTIyZDhzNjFsRE9fd2puTndxR1J2c0VQUWtXeWw0VDVhWVRXUVRHOEVqSE1OVzJacEJZSWs2WDdHYm01MHRLbFdXTTNNYmp0a1Jyek1ScS1FOE1ycEl2cnlrT29KdFJLWFpCQ18zbnJYU3hEU2JQLTZvY0V5TkpEaDN3bk9tRVJtZVVCdHd3VDJsZExDSGdHUG9xRHRvMS1KZUNoenM3WTJCU2JkNVVCM1dwN3BCeWl0d1hXQ1poSGhveUxTdFJodEZGYm1EZ3lzLUYzdlpSOFl5WE1yQT09 |
Most other coins are PoS though. PoS is ultimately not sound for several reasons. There are far fewer PoW coins.
When BTC and BCH split BTC took the branding but changed the narrative BCH needed to carve out it's own branding which was hard, because people did not yet understand that BTC was not p2p cash anymore. With the years it got more obvious and easier to brand BCH as the p2p cash Bitcoin since BTC slowly let go of that goal.
So if we compare the top PoW coins:
__BTC__ a collector token without a use case. Does not support self custody or transactions for the masses.
__Doge__ a memecoin with tail emission. Not cheaper than BCH to transact and neither sound nor very actively developed.
__LTC__ started and wash traded by a grifter. Tx cost are basically the same as BCH. Has some development and dedication to p2p cash. But has the same chains as BTC: the 1MB blocksize limit and Segwit.
__ETC__ Also a fork however through different circumstances. Since I lack the understanding of the reason of ETHs existence I can't really say much about ETC.
__KAS__ new PoW coin with a dubious start. Some interesting tech.
__XMR__ Imo best coin besides BCH. Absolutely committed to p2p cash with focus on default privacy. Scales worse than BCH.
https://bitinfocharts.com/comparison/median_transaction_fee-btc-doge-ltc-bch-etc.html#log&3y | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1Q3JYZ3Z6VG9fNUhnU2h3bHJ4OU9xanZUUUZnQWdSVmVyZDlTbllhOG5XekU0bFFRM193VFpfcmtwRkU0NFluNkR0UXRnSzYtRFNHbTFZM3hkZjVIN3phM1g0ejlTdDhkRnlWcExSRlBqSlk9 | Z0FBQUFBQm5YV0MtbllCVzBvOE42M0R5QW1aRkt3b1FRRmxNYzZ0YXpQNWwwd0ZURzlnd1ZlMG1BMG1HUGpNVVkxRzJwVHZuWUJTanVCSnloQ2dxNlcyenlqWDE1QmJZNEQ3Q0JGMWlvVDQ3TzcycjNHeVN6TmFLWllYVThrT3JQVnRQOHpnWXJUWGRSc3hfTFJOaUVKeGZLVUlVc3lXamF3dTBqTjNGWF9GWGdVa0VQT3gwdGlOYUpUUlRTaGlyUGl6OC1mZ25KZE5fZmVZQUlGNnJ3SGFzcVRiYld3dGYtQT09 |
Gonna keep this short and sweet cuz I don’t want to waste too much of anyone’s time with astrology…
The dollar looks extremely bullish. The trend line it has broken out of and looks ready to retest is from the peak in 1985. The sheer scale of the double bottom pattern is nothing like I have seen on any asset before. The moving avg trend line is the 30-week and it looks very similar to the other points where DXY decided to break out. I don’t have volume to back up anything but there must be some type of coordinated buyer/buyers. I know this is also very basic TA but the trend just looks very consistent and it’s been gaining a lot of momentum over the past month especially. | r/wallstreetbets | post | r/wallstreetbets | 2024-12-06 | Z0FBQUFBQm5YV0N1SU92elRIZVlQUVU5czgtTC12LTRQdXhxa0RBeEpRb2t4aDJfd0JfeEJ5bnc2S3I4aE4wdzhhdkJ5cEt1RVpKR1psRnlwOWpSZElUQVR3TS1VNmpYNWc9PQ== | Z0FBQUFBQm5YV0MtaGRBeTdxM2N6UmtZaEpUdzRSVm5rWmN2bDVHOVRUSG40clJQMXhPNkY5cWIxYUdFbGsycmFOa0F0NzVHYWE1R0FXd0k3bWtjNGRTY29zYkdlZWpGb2ROLVJja0RBSDJzMlFqa0RxbFplSVVOQmJ6ZzdkcnRURVd6TktCYXVWR3JxNzhsajJNNTZ3aEdrZG9nMG1WQWIwa09Xby1hRXI2UFRsWktmOEc4VDRJPQ== |
As someone who has been following crypto but not that closely since like 2008 (literally been following since just a few months after Bitcoin released):
I bet on BCH just for the name alone.
People get it confused with Bitcoin, and think it's similar/the same thing (which it basically is).
I'm on BCH to eventually have valuation similar to Bitcoin, or perhaps maybe 1/3 of that at any given point in time.
If you look at the entire historical charts of both coins, they're similar as well.
I think almost all the other alt coins are useless, except maybe Ethereum which has always struggled to grind upwards, but kinda-sorta has. It just doesn't have the same name as Bitcoin.
I'm a nobody, I'm not a crypto trader. But I think that should prove something, people that don't care that much just go by the name, basically. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1MWFFOTlrRTh6VGZkN2VkaUJrb1NMaFRQaHNuZ2FvSERiamxyYWFyS1RRcl9KUlphdThkOHZrM1dBa1RCR3VBNFplSVVZZzJidEJ4WndNOUZjWUpkTUMyZkFhblUwZ20wXzIxS2VueWJfdUk9 | Z0FBQUFBQm5YV0MtUFEwRUhMaEVnaXJ1UTZaTmR1S3RyNk5RM0Iyd1UzMlp2clROS2l1X3g0ZnVodmg3UWhPdHdmc0hCQlZkWkd1eFk0ZWhDWUFyRVc2d3AtV29UTlNNT3F5bU5qdjNoZGhlZkFFc0tvRmVBR1EyYVVBV0V2STBzYmpodXVsRkFZc0d6bHRvMklvdjhGaW1UR3A0WjFrZTZhYzJlMFNuaXBUTzZpSlAya3otbGN3dDN2T3NwWTlZLUV5bXZCUjF3aVBsZkR4M2QtMDd2dURoUXFCME90Q1hxUT09 |
When watching this coin on dexscreener, i’ve noticed a coin’s prize going up/down without any new transaction are being made. Can somebody explain this please? | r/solana | post | r/solana | 2024-12-06 | Z0FBQUFBQm5YV0N1dGpxTmZBS2V0amYxS2pRV25pNUJqdVl3alhjMDZ6ZzFBb3RMTkp2ekV0cHVIZGY1Q1BKR2QxMUJRSE1wVEpBY3J1UzV0bUhFOWpYRUI1b0ZfWlk0SEE9PQ== | Z0FBQUFBQm5YV0MtNVNsemplVlpRY19GcDRqeHhTREFiSTh0R1dEOUZyVHp6Ym9BQTBpcUp4ZUVZOVlYU3pkWVQ5cGw0NlliLXk0TzE3b2NjRTJoYUNMWjI2TG50dHBTRjBPS0pBWlVuTGg4UUJjUFJFdU44UUlhaVpUS183VU11UTN3NUdaR2pGb2MzWGpxWVJ5LTRUbDlObUIyUTd5VWhUUS03bXBYR2dxb0hSb01QcWhDWXB6bjUzRkpfODNobTZYaHVVN3RZLTNF |
I'm in an investment competition with 130k and want to know what filters to use to find stocks for this investment horizon. I already understand the basics of price movement/action, support and resistance etc, just not a fan of flipping through TradingView for an hour. I'm thinking about doing half: stocks with volatility, and half: constant gainers. I have a minimum of 5 dollars per share requirement and etfs and stocks are the only things allowed. Any help is appreciated. Thanks guys! | r/stocks | post | r/stocks | 2024-12-06 | Z0FBQUFBQm5YV0N1VUlQWVRoc0JwaE1xcGdzOENydTd1anlkNmd2R25RVEZYcFpBbDdacTFSVE12QnJGSU9YNGVhS3ctcnA5UlhyQVF0NmlXSjFUcVFmR0llS1RIbzA5S0E9PQ== | Z0FBQUFBQm5YV0MtM1BmLVpURHUxZzZveWNLVWVPX1UzanQyQUpueVNrcGZqeFU0NzNDSVN3RHdWRzhoUHdfU3JSa2xwVmpBS25TeGY5cWlYaFZPUVdwd05VQmx4bDZsWURVTGFsNWVqRndnaG40VGEyM0tlMUxUdjFVWkZDS2lUUGRDWVhPSkJ3dEo4cnpGSEhUNllNaS1pYVR3V0FZam9ESU01czk5cDJvZ2ozSDNJUVZVR2V3YURUMnRKRVYtWmZoOVZZVFZZZVVu |
Struggling to find a consistent priority fee/slippage number that works. About 35% of my tx fail. Any tips? | r/solana | post | r/solana | 2024-12-06 | Z0FBQUFBQm5YV0N1WlZxdGdFV0RrOVp6QjY1OUxyNHd4T0V6Z0tmUnd5RDJ4SWFrVURkdkJQRU1BMUo2b0p3RmJhSm1sOWZsMHZKWmJvWC1ZMWEtalp3TlgteEstVDBsMF9WVWZDQzRSZTZ3ZXBVVTFfcmxqT1U9 | Z0FBQUFBQm5YV0MtOFhUNGF1cFF0MWVUQm43WXR2ZUhWR3RzY1dFVkJqNUZEYnM1WDMwTTVDMVExQWZsMTFacEpaYnlENTJvb0V6QjZiZEpJVXdYSU5KNF9ua1FZSmNCLUdnTVEzUGU3d25leF8yemtFVEJ2cEtsTnZKTXNMMllZOHBmTG02UmJVSW81eWZ5ZFlOc0ZHMnlPUDRhcXg5MUY0bG03ZExyVk1VRF9aZDZjVHRBLUZmbGYzNnBNTVJSQ1hjOW45QlhwdGY5MklxdlhRZ3ZUWDF2dEd3cVF4MXl5Zz09 |
Trump just appointed David Sacks to be the « white house and crypto czar », what token should I buy based on this news? Which crypto has Sacks has been publicly endorsed lately? | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1V1h1VzVxQms5U3hXUDdpcFB0LVpFdjFIYjNaUjdkRjlSbVBzY2poZTRiMnRScHZ3cElheXFDOWFsc1l6R2VQRkl3MnVPUmdHcU4xdjU2UFE5OXF5RWc9PQ== | Z0FBQUFBQm5YV0MtbkkyTVRoNklPYUUyaHNYbkk2aXFqTHNza2xOVEQ0MTk0XzVTOFZSVEhOQmlkaXdCUUkwTXZEamFheGJHN3c1VnA4b0R0MFhXRURJNW8yQ1R2bmlITUtoUTRTTkVKNlh3MHliMk9iNmZGVW00bS02dHBwVFFyTTlEN3pxaHZvUmhYM0xROVFPQ05HaW0xamhWUHJxeHJTcTk4SnJuM2dUYUx2VmR4ak94Yjl5TWFZdnJUMWlEd0NYbzl2bm1fQzhV |
Mikawa Inu #SHIKOKU keeps going higher
STRONG COMMUNITY
BASED DEV
LOW MC
ITS DEFINITELY PRINTING.
Held up strong since luncch
CA:
5Jng6jkLKU1o8BNrCzTEMXMFvPjNJZTpdWR3Hq4RHJb6
0% tax
CMC & CG Listed
Many partnerships
Next 1000x gem on SOL
https://www.dexview.com/solana/5Jng6jkLKU1o8BNrCzTEMXMFvPjNJZTpdWR3Hq4RHJb6
| r/defi | post | r/defi | 2024-12-06 | Z0FBQUFBQm5YV0N1WlRtQzZ0VGM5VXBwZ2Y0SjVxcko4S3JudHMzbFNHU3lnR09fMmZwQ0tUZEFUa1NQWERjVWZxdmhBWUxldDFkdDhwOHlPd0Ryc1F0X2x6T3R6eXE1OXc9PQ== | Z0FBQUFBQm5YV0MtMXJyZzVPZVhEYUNwSGFOTi1mbzVBNUU5N3dQZmllajBiMHN5ejNEall4OHo5MV9LY2VuTVlWaFBBS3VkcU83REsweTBUS0dIeURISTNYd2JEM0Jldk5ZZk9PNlVDcGZmQTIwV0UxckFJUUh5Q2tnUURoZlVoS1h4NUJ4enRLQWZnMW5vSzVGWTc1SzJ1T1RLWXFVRDg0LVhBQm15VlRQOUJ6aXhyR2NQaEpjPQ== |
Well I came up with the idea of trading with cryptos like 2 months ago. Never had anything to do with crypto before.
Now I did or atleast tried to do as much research as possible. In the meantime the cryptos exploded.
From my understanding the bullrun lasts only for couple of months while having a big correction during the bullrun.
Now I do not want to invest at the all time high obviously.
The problem is can't comprehend when to invest. I am also not sure what the better Idea would be, hodl or take smaller profits.
Any suggestions for a newbie or any decent source to learn from?
Thank you
| r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1Z1h2cFhqNG9ZRS1abGRYQ1dpa1oySXMzQkdxcHU5dUwxT05JeXMwSkJTZzNUb21LaVRVS1BVRFJRUnE4NVAzWFc4WE40VU53YV9fd19BdTQzOHNpQkdfLWR2WktwOUxfNXdyTmZKS0tWOUU9 | Z0FBQUFBQm5YV0MtaVdtLWVKcUlEaW9kM3prZE52TmladXpKYTR3MXd3NGtzaUtOdkgxLUR0cnpZU1VyVHh6M1RVYWQ2YWNGZmZXQzNHTXU3ODZLX1I2TFVfUEtuVWluNzFmQjh3blN0aWw4TTR1anEwODlERUFtTUpvQkZRODJJNnBwRlNNbm9NajNKWm45eUtPMjg0Q2MzRXRPZHVvaVZEX1VWTVBvV2R1OWlZYVM4WDlCUGtRaEJyRlRCaUQ3dnBRQVJQN2dnX0dna2hwMWlxZEpKaDlQaGlKbTZINGZuZz09 |
Why do guys do it? When they come out they almost always are rugs pulls and people lose hundreds if not thousands of dollars each time they invest in one. And yes it is true that you can get rich off of them but there is a very small chance you will hit it big. It’s to the point where I have heard someone say you might be more likely to win the lottery than find the stock that has an enormous payout. So why do people keep investing in them when they’re very likely throwing away money when people do so, are they stupid? I’m not trying to mess with you guys, I genuinely want to know this. | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1YUN6U3RkU21aaHFLdDRMUGFZekxkcHlNZnN2a2o2V1lpdkhFVS01NlQ5U2hacjdONHBpOFdXaEx4X05zSmM4ZTZNQUhRWUtlN0ozQWV1YnV4bWFHX2c9PQ== | Z0FBQUFBQm5YV0MtQnpKU1lYT0JPMjZPM0pTRWhNWFVGbUVFR0RLOXJIdkdHZ3ZnM0JWY3NPVlZTOFcyUnRNRG45MUhaMTlmckpSQlVhMHNuc1ZFb202VUxoRDNyc2gyQnJqeWpfU2Y0YjhIdE1HWFJra25zMmxVbWx2RTFsWWNkMGl0WmttVTZ5elRNSktiNG1wNndfM3BSUjlHVWY3V0ZtUzZJZkxNeUJyc2RPbmVlcjVlZnVCY2Nwb0ZDR0lsREVlNzd5SVlPWXhl |
You can catch up with all our GP Spaces and GP Shorts on our YouTube channel: [youtube.com/@generalprotocols](http://youtube.com/@generalprotocols) | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1TUxBeGJyMUVjbm40MVlpbk0yaFpkSjJHdF9XdkV0dkJhckpoaXFyZkVON2xTdUJDaGRaaFJvMTFRcE1tUVNlc1pqTTNBNFl1M3h2RWhEUjN0X3dEbUV4aDJ3SWN1N2FuRkRPMU9EZHM1SGc9 | Z0FBQUFBQm5YV0MtV05hbjA4SWEzSW5oTVRMMGVhUDE0MEktTnhDekMweXBjQllYb1BlVWlrUV9ETGxZVlo0TGdpSmpLNmY2VEdUdmF2enljaEVMbU5DeDZ0d3lDUlpPUVZNclFVakwxOGpRNXRyc2pBSUdOTzZLX1dhRHllNmQyaGFabGZrSTV0eDJNbUl2ZHB5TFcwam9wWF9pd3R0VGFpOGVTM2JEWVBoMmNaSDVRLTRZdDNyMUdlVUt5U3VVVHI3VDhuOEk5aS13VmJEX0o3R1Y5R3NxVV9tMDcyRDJvdz09 |
I can't speak on it myself but these might help you find info:
r/Cashtokens
And https://helpme.cash/ | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1a2gzc19FTFVZdmxKQjRRMklpUlRQQk5PMWZyMzlSQk5pLWFuZUNaRzdrSDlxYUltTWl0UW8ya1BlNnVwNGx4eWRmNHVoRXRqT05WZHRHZWZMZVRZV3c9PQ== | Z0FBQUFBQm5YV0MtUnBnZ0xEUThPc0Z6bTU5eVZDU3VLekdZNDZfcDFORlMtWHNwUENjZ2pScThTS0VrNzNOWkVIWGNUSi11RU8yWGhVWWFDbDJoa05CTHNLdkxYQ1dvbzZYZHB5Z3FSSVBHR1g5TkFmNmVtYXJyUllmMzBhMGoxWXowTTBIbjhFNVJiTUpmdExVRHNCZTB1NkFTeWZJMHRDelhOXzc2SzZ3WkRmOXR0V2tKYWFzMG1rQWRxTEhVTm85MjNJRmtNOTBXWWYtU2YxTjhnZWkyQjNOTVhaNnc4QT09 |
I need help! I am knew to Crypto. I signed up for a Coinbase wallet and used h5.defibrrokkerweb3.cc to trade on. It shows my total account value but when I tried to withdraw it went under trade as a bill not to my wallet. Can someone please help me? | r/web3 | comment | r/web3 | 2024-12-06 | Z0FBQUFBQm5YV0N1RnJaQVB4NGtZZTBUdm83TDQxM2lrVGJlWC1RTk5HRUNRWEhJd29jak10UjQ5OFVqRU8wcGFZYjRINWhaNU0yVHJIUkZhVTRFY1A1ZXQtTFloZDJwQlZJNFM1OHUtNVRNWXo5SExoS1E5Qm89 | Z0FBQUFBQm5YV0MtQ1VIWEgxMHcwT2s2X05zQnNCN2dRQjMwaWtBVndEMWN0SlNrTms5SThJWlVxSUVibmY0T094V1lyWWZwZUVCS3ZleU5OUWZFMzZNcG1iWjljZGE3MGw5Z3c5S3VIQUFPTVlwZFduUW9ReWJIRGV2ZUhTRXQxVEZxSWZpaUpPSXZYcVlGbFFWb2JvbGViYTNlS2hGRXlCY2NZMUN6SlhFTUxJZWQzZl9ubzN3MUY5R1JIQzAwZTZ2NXVobjMtLUgzVXpnXzYteUV0OThwbXNMVFhKUDczdz09 |
This is my first cycle and I am beginning to brainstorm my profit taking strategy. I have positioned myself well and I don’t want to f*ck it up.
One of my strategies is to DCA out of altcoins and convert those profits into Bitcoin as the market goes up. This way I am derisking while optimizing profits from BTC likely going up throughout 2025.
Another option is to DCA out of altcoins and move to USDC which gives me flexibility to do whatever I want with my profits. Either move some into different alts, BTC, to my bank, etc.
Are these common profit taking strategies? What are everyone’s strategies for taking profits this cycle? | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1aHhUUjFwNzRIQ1RDSGtqNmZaOUNJeTdnczlZYkJfU0FMRUtoa0pyZDNZV08yOFB3M0dxZWFMTVVPUTF4eWtEN1prNmxNWFNWSU5WZkVqR2kwWUJkOFE9PQ== | Z0FBQUFBQm5YV0MtWWZPWWt3ZXhEYkpkcGsxelZLd3hRemtLUVRGYl9kWkNYWDVIeHJtbEczbFRMT3c0MGZtNEk3MmJlU1ItUHZ5Yl85a0djaUlhN3BPdllZdFluTld0c0ludzN2T2dLTU5sTTg3bWRUajlqNGtndmR5SklQS1lsOENnaW1icGNtWnNISkVNM2d1RnJvWEZBaEFGQy1PN3MwSEtFQWEwU2pmUC0tZFBlSVFCaUVtY0J2Z3hHeHA0NldZcXVrbmNBTVpH |
This is what I like to see 😎 | r/filecoin | comment | r/filecoin | 2024-12-06 | Z0FBQUFBQm5YV0N1R0dnY2pLSUlKU29jMFdfSTlHQU1VcUo1NFM2c0ZoaWQwUmdDa3R4dWc1Q2V0a2NfTVJ3VTBCYXpwSXZyY0ZPeHRvT0NpR0hZWnowa0U3VFBJOUY5NEE9PQ== | Z0FBQUFBQm5YV0MtdmFqNU1QQ0c0WXV4LUZXSEV4M0gwRkFMdnVYRTUwM013RkhMVG4xa3A2UXRjUHljTndLU2k4cm16Rldia01veDVRZ01BQ0dBUTNvdk90OVZ3WDNjcGNpelJJT2JJT01kVjI4VDRFTDJDY3hoUjNPQkY0bmNaV3NrbDF2c2tqMHFMUXBBWGpaaC1rVnNxbHl6a3dRTDdoeE03UnFEcEhZcXJ4Mm5sVmNUd0dmV2V6a3VXVThna2lFNk9yajVlb294TExYVV9Panp2bC1BWFpGQmdBWkZRUT09 |
Can also use https://minisatoshi.cash/upgrade-history :) | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1aGJCZzFQSGFuOUZnRzRLR01ST0QwX2l4SjdBdkc1dEVJbE0yUGRyRVBIWVlmRHMyMVc5emlmZUlZUWZrUkVRZ0VVNUp6bWxiSmtMZTRMTU9HVVpvdFE9PQ== | Z0FBQUFBQm5YV0MtMEtMb1lEekRIQThnWGhBRU1LUHRjVTFpaTl2RnZmNWVfRWQwTU9CU1JoQmxZM1pNVGxTQ1B2a2FYd24zTlZlRjNiM2RPYWgzcml2dVdKb1BaN2Z2U1hNSzhPRTZCT2czSmZfT0V3MXdOSE5nU1NxY0l3QWJVMUt1V0kyZEIwSElZeWpSZE9ZeTBnVXlnbnF0dHhpcS1wbUxPV05vRDJRUlRhQzFKcWttQjBvTjRpakpBUEo5QW1ZcVlOY0tGZ1RtYWJRa2ZIYy1GUUxGSzRBeExEc3haQT09 |
Check out https://minisatoshi.cash/upgrade-history | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1d180ZTZUZnhGMXM1SDBFeUhWU1RkOEtGUWtCOWJGWmpqWC1jaXY0NTdoRUFQZFZaSDdudS05QmFQcGJKR2g1bVdlUXV4ODZBVExQSXJoUmV5VEZ3M2c9PQ== | Z0FBQUFBQm5YV0MtTl9Bck9ReU9zQUw5RFJ1S3JScXJPV2lCQmdwY3owTTBodlJ2dDN6akhhWnZNdmFob3JzaFhlOVJDNVpfc0tPRlpqczJHbmpmZW9zbUgxVmdEMFlnLXQ0ZTRBUmMyaWxGLUowWlA5NTlXWG9Uc2FfLUs5amgwWGV2dDVEVUpSUTUyNXh5Mjd5d25lY2FBVXFXQ005N24wbnBxOXRqRE8tMGRTTVl1SFljWS1iZDRfS1RRMklYMERvbzNibUwwNzE5ajJNaXk1ZzVBWnhVVEUtUWlQY0FRQT09 |
**$RBRK , Rubrik DD (Position Included)**
[My YOLO post](https://www.reddit.com/r/wallstreetbets/comments/1h7e91h/rbrk_yolo/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button) <--- from earlier today.
**My Positions ($23k)**
\~$14,000 Stock and \~$9,000 in Initial Options purchased over past two weeks. After moving money to and from accounts.
https://preview.redd.it/n1f7dt72f55e1.jpg?width=411&format=pjpg&auto=webp&s=18565b855e2f592afb91653cdb178e947c9b13c2
https://preview.redd.it/phaewsplf55e1.jpg?width=1626&format=pjpg&auto=webp&s=23febee6e63cf0e6cc8928cb48b41438f440d4a5
**Why write this?**
* I feel like we need a solid fucking company.
* I get too scared to buy aviation, nuclear, and crypto stocks.
* They weren’t listed on WSB’s Earnings board.
* I thought more people would like the YOLO.
* They POSSIBLY gave me a backpack when I was MAYBE working with them eight years ago.
[Rubrik Backpack](https://preview.redd.it/aq0rogvya55e1.png?width=628&format=png&auto=webp&s=7dc549da0311f723117c74e29efa2136085b9e84)
**DD Research**
**What is Rubrik ?**
* Rubrik is a backup & recovery provider that sits on top of a company’s cloud infrastructure.
**What is an example of Backup & Recovery I can maybe understand?**
* You drop your phone under a tire because you were to busy while parking, leading to a smashing of both it and the SIM card. The only fix is you buy a new phone, login with your iCloud email, and everything is restored from the cloud.
* Rubrik does the above and sells at-cost servers from partners like Dell, HPE, SMCI, etc. They protect data in places like AWS , Azure, and GCP.
* People pay whatever when they have no phone or car. Same here.
**How are you qualified?**
* I worked at a research company for five years partnering with SaaS vendors $5M-$250M, for two of those years I CAN NEITHER CONFIRM NOR DENY they may have been a client.
* I transitioned to Software Engineering three years ago from Tech Sales. I have tracked them and understand both the sales pitch and technology pitch.
* I saw them masterfully navigate researchers, which they still do, and become the golden child. Billions of dollars get validated by researchers.... it's importants.
* [(Updated) They Poached the Magic in 2018](https://www.theregister.com/2018/05/01/rubrik_gartner_hires/). One is doable but not three of them it delayed the research paper a year that doesn’t happen unless a research analyst dies.
* [(Updated) Because of 2018 poaching the late Fall report never got published (major delay), The 2019 Report Was Fought Back By Rubrik for Flawed Data](https://www.crn.com/news/storage/rubrik-ceo-gartner-data-center-magic-quadrant-seriously-flawed) . I've never seen a CEO do this without blowback Bipul again with a killer move.
* TL:DR; They were making moves YEARS ago. See article excerpt below.
[This is pretty rare, vendors complain but not publishing a document read by 4k+ CIO controlling the flow of billions of dollars in a sector. It's just insane. There's a lot of big names backing them. ](https://preview.redd.it/x3hcumds365e1.png?width=1152&format=png&auto=webp&s=0f1e26b7a5f66134efaf4447b77fa18f020f0837)
**Who’s in the market? Competitors?**
https://preview.redd.it/qq3hhafdg55e1.jpg?width=1000&format=pjpg&auto=webp&s=20d4d8a57db7467d15ffd2abaa24459d6ac8d60c
* Their only publicly traded competitor is Commvault which is around $170 and dropping.
* Veeam and Cohesity are private firms with very different architectures, support qualities, and applications. Rubrik is the only one fully doing what it does. They are considered the “Lexus”
**How are they different?**
* Rubrik views backup and recovery very differently from legacy vendors. They built their architecture based on expecting to get hacked (Backup & Recovery) vs. trying to prevent a hack (Incident Response). It's never been done "their way" before.
* Rubrik creates an air gapped layer on top of databases that - even if a hacker gets in they’re quarantined and the user can restore the system cutting them off. Thus less downtime, less support costs, payroll, legal fees, etc.
* They are very partner friendly with Mandiant, Crowdstrike, and Zscaler at least in the cutthroat cyber industry.
* Rubrik’s leadership , in particular the CEO Bipul Sinha, are not run of the mill. Bipul is personally a very kind, measured, and calculated leader, I’ve met him before. He’s a lovely man but a killer. He’s an engineer with a sales streak like Elon. Bipul has Nutanix and Bromium under his belt. Google Him. He essentially came out of retirement for this company from a cushy ass VC job.
* They know how to pitch investors, analysts, sales people, clients, basically everyone. They’re as buttoned up as you get and they come to impress. They earned their street cred 100%.
* They have consistently ranked as #1 according to Gartner in the Magic Quadrant. Beating out companies with very, very large balance sheets that don't have the balls to IPO in 2024.
**Why the sudden pop? (Things I thought were important)**
* Analysts needed another leap to profitability due to the only available historicals being from the April 2024 IPO and September Q2 earnings. This gave them pause on profitability as Rubrik as high operating margin.
* They raised 2025 Guidance. Indicated profitability by end of next year on this Q3 Earnings.
* Things I Heard on their Q3 Earnings today:
* They mentioned a Fortune 50 Healthcare company selecting them in a competitive win. UnitedHealthcare was hacked in February and had offline billing systems for like 20 days. I’m thinking they signed UNH, that’s a big cookie boys. It’s super fucking hard to rip and replace a legacy vendor.
* They passed $1B in Annual Recurring Revenue (ARR). This is a big metric. I heard both the Goldman Sachs and Barclays analysts say “Congrats” they seemed to be teeing up easier questions.
* [Everyone and their mother in Cybersecurity has heard of Rubrik. They got the same award as Google, Facebook, and others a month ago for Entrepreneurship](https://www.rubrik.com/company/newsroom/press-releases/24/rubrik-named-the-2024-entrepreneurial-company-of-the-year-by-the-harvard-business-school-hbs-association-of-northern-california)
* [This guy’s comment from 6 days ago. ](https://www.reddit.com/r/wallstreetbets/comments/1h2q6pw/comment/lzm990m/)
* [Yesterday, December 4th. Curious move by their competitor, Veeam, to announce $2B of funding, he must have known Rubrik was beating their ass in deals and wanted to jolt Rubrik's earnings calls or they are in financial trouble.](https://www.crn.com/news/storage/2024/veeam-ceo-on-latest-2b-funding-round-cohesity-veritas-merger-rubrik-ipo-and-data-resilience)
**Why did the stock not move from April to September 2024? (Timeline Below...)**
* **April 24th 2024 IPO Financials**
* Rubrik reveals a very high operating margin due to sales and marketing investments aka ripping out Zscaler’s sales team doing the “Salesforce” push. Blitzkreg the market.
* I believe they started planning ripping Zscaler in October 2023 , it takes time to ramp up. They probably got all big sales hires in by March with a six month ramp up take lands sales quotes around September when the stock crept up(
* [Sniping Zscaler Executives and Top Earners in October 2023. They had to give a fuck ton of stock to pry these boys away. ](https://channeleye.co.uk/rubrik-hires-another-zscaler/)
* [EDIT: (Updated with New Video) This lead to analyst skepticism about pricing controls. ](https://www.youtube.com/watch?v=IzEhqtSrVUE)
* **Septemeber 9th 2024 Q2 Earnings Financials**
* Earnings were month after the late July 2024 Crowdstrike hack, I do not think Rubrik was able to accelerate deal velocity to report ARR high enough to relieve market analysts and critics of the operating margin. They were asked about “deal velocity” by analysts today and it seems like the markets are pleased.
* [Bloomberg video](https://www.youtube.com/watch?v=fGvI0QbzzkY) from post-earnings is killer and a good recap of market sentiment.
* [Rubrik Search Trends Peaked In April Coinciding With the Major UNH Hack; however, they droped off after the huge spike.](https://trends.google.com/trends/explore?geo=US&q=rubrik&hl=en)
* I think analysts expected a quicker deal cycle around the UNH hack, 4 months/120 days is a very fast enterprise sales cycle. Most large sales deals can take 6-12 months if not longer.
* **October 2024:**
* I believe deal velocity picked up from the UNH hack and even with low search results, the three week hack fallout was enough to start sales cycles. Then from the Crowdstrike fallout, even as a partner, highlighted the need to immediately solve it as publicly traded companies were literally offline, no one working.
* Remember 60-120 days is a very fast sales cycle on any software sale. I think this is where we started heating up here as this is three months out from the hack.
* Today on earnings analysts seemed eager to ask about profitability as the CFO and CEO were comfortable to voice the 2026 is the year. Look there's alot of tech companies with -40 EPS floating around. It's not 2013-2018 you can't float on negative earnings and millions of users. <--- the market is speaking, you have to make money as a tech company.
* **November 2024:**
* Rising cybersecurity risk from election, TikTok hack, etc. Fidelity even paused my money for four weeks in a CMA because they had security issues with fraud.
* Stock was ticking up.
* **December 4th, 2024 (Yesterday):**
* Veeam $2B announcement mentioned earlier.
* Volume doubles to nearly 2M. It was 700k in July 2024. It's 4M Today. Nuts.
**Where will it go?**
* It seem comparable to Zscaler and Commvault in valuation. I'm long on it and believe it'll push past $100 by July 2025. | r/wallstreetbets | post | r/wallstreetbets | 2024-12-06 | Z0FBQUFBQm5YV0N1YTRfaXFSXzg4NkpxRlFwSUhXanA3SWVNdVJ6VVFMc2dJZkdPX19RaWkzRHVROTRMVk16dTlYalVkclcxcWFlR1d2Ujh3UUMwV1o2bnllX1BqMnB2akE9PQ== | Z0FBQUFBQm5YV0MtWnlHZzBZRVdlREcydFpSMGRSbkFqN1g4OVZTQUp3SUFiVzBTb2FkYXlGMTY1VjBNZEhsRFphWTVCa2VhYjdlTWVMTHZvZWJFN2l0aVk4enJIeTBjUDRQLXZuS3AwX0tiRFQwTEtVemk3QnpQSWpLa1BWdXZFNkZaQmRSeFREVzlXcUs0bXB2TWpjUUM0MzYzOGs0VnlmNXlfMW9EazFTNVJkZGVEVHpwM09VPQ== |
I have read a lot of info that points to compelling but circumstantial evidence that AB working alone is actually Satoshi. In particular the timelines of his projects and the break on these whilst bitcoin was being developed. The only thing that stands out to me is that AB cannot code in C++. Is there any information to explain this if he really is Satoshi ? | r/btc | post | r/btc | 2024-12-06 | Z0FBQUFBQm5YV0N1dUFUR0RReVh5SHNRQ211bDhUcGtYX2VTQmhlRXB4bzVTbTVURVBQN0U5d1JMS3ZUZFRoSWdScHh1REQyYzZPbVdKcV9pU1RTVWRHMGxSWlE5bGtVOVZUOEs0a0RHRGZCeF80ZVJEcV9aTlk9 | Z0FBQUFBQm5YV0MtU0UxTEN2bGtoczJ6X3RIRnVkaWJYblBRTWFfWEtqQ2g5cjVoam5MVW9lM2VOOGFEenBwbFBjOHZpOWI2Z1piX1hCYmItRWcwWDNMdlNUcGxKd21OaHJ1cXduUldHV0E4dWthS0lGNl8xb0R2Ylg3NFQ1V21iWDAyT2ZsbjM1RXRFMXZCVl9mUU9sb0RCWG1sY0tDSDJJN294dzAyekRFQnR0bzM1c3N3N1JFPQ== |
Love to see it | r/filecoin | comment | r/filecoin | 2024-12-06 | Z0FBQUFBQm5YV0N1eVFqMEVOYXI5ZzRRRGtHWUlFOWdtZVJoNVRGNl94aEhoZXdETXRxS0VXcTBqY0FNdkpaV3hZRURoM0JhZlYtQjFxSXg1LXFfX20zRnBmbmtaNnlaeFE9PQ== | Z0FBQUFBQm5YV0Mtek9BQ1RKV1BqTlY3QVRsUi11cFFqUU9QUkRUNUo0Q3VMdlE3TFhROVpheS1XRjNfYnAxRkxaV29BZ25OR0lCWFJDNkVCNUVHamlndWJpS0xsTC13ODBWSWNOdjJOQ25DQkRsNWQ3OVlfYjVmZlVhRnB4WkRndzVQcXY4cnVDcTZMNVNZTFBsRzUyWVMtZDZ2LXRXcGV3dnpacFVYSjNtQV9WZXpHVTcwNDMwcThlUFJWSE1pQUpaUEdtQV9RYmMxRkhBMHVvQ1ZwV3k5LTRpV3RfSHM5Zz09 |
I recently using MetaMask and came across a website called defiokey (.com) that offers services related to DeFi, such as connecting a wallet to view eligible airdrops and tracking trending tokens. Given the prevalence of scams in the DeFi space, I'm cautious about proceeding without doing due diligence.
Has anyone here used defiokey before? If so, could you share your experiences regarding its legitimacy and security? Here are a few specific questions I have:
1. **Security Measures:** What kind of security measures does defiokey employ? Are transactions and wallet connections secure through their platform?
2. **Community Trust:** Is there a consensus in the crypto community about the reliability of defiokey.com? Any notable endorsements or red flags?
3. **Personal Experiences:** Have you or someone you know interacted with defiokey.com? Any issues with phishing, rug pulls, or other suspicious activities?
4. **Additional Insights:** Any other comments or insights would be greatly appreciated, especially from those who have deep knowledge of DeFi security practices.
I’m looking to gather as much information as possible before deciding whether to engage with this site. Thanks in advance for your help and insights! | r/defi | post | r/defi | 2024-12-06 | Z0FBQUFBQm5YV0N1WkdzTmpQSDY2LUFEdVpudWNOalBod3RIbFBHRERXeU1WRGFsZ29WMTFLSmU2X1RkTTZ3Tk1xV3loN1UwSVJlNDRublFnZ3hyTkJ6ejdMcjFfWlNXNmdPUk1hdlVCQTYwS3N1aHJqZ2F3a3M9 | Z0FBQUFBQm5YV0MtNFNxXzFjM0Z2S2tlbnJmanlGbXRRODVCdlJ4Nnc0dUNQZGw1RXRDdEo3X21FdG5BOHdYNG9hbHZwZHN0d0tlTTJabk1JVVJTVXpCcXRETlhaTGEwLVBGRHFEVXRoOVJHSEdOUDdndG92UWFBenhZNDZya3lNakhPQV9SOVZfMy1WbXZGR01vcUNfNEVic0lFbUZxd3BIWnN3VG9vZktuWEZGX0hja1l0blVlMGZUVXVRQUJLT3Y5aVZSZzJVMG5x |
So I’ve thrown money here and there in Coinbase for a while. I have a small amount (under $100) in BTC, DOGE, and Etherum. Where should Invest if I actually want to see good growth a few years down the line? | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1eXZaOUlLV3RIMTNreldUYmUtWkxEVTl4WUVjM201R2ZxNm9ZbTlQY0Z1cGRLOE9TRzIyendOYW4yTTJCSWhtVVhwMUM5a0xXcVd1cXBDT1NTaHc3eGc9PQ== | Z0FBQUFBQm5YV0MtS1BzVVppZzhZTnY0QlF4T0ROeWJDX0VXQWthVkpkY0lRZXY5MnVmNWEwR001ZXhublRBQXdaMi1BNVNxb2E3VGh6NjFCZDBIOExYU3diYmhyMGVPUXNqcXktYjFBeWtPNHktX25tYkRwZnBHbU5BVVNYTmEyRndibDltWUNQTktvV1VDQjRUeUNrRS03UGlqR2IwLWFUNDZOZXhzTi1EOXZNNncxNkVtMlUwcEI5UzEtWGFIZ29aRkdhMFd6cHo0LXR1ejhLZldvd2IwZVdvcjRpLVZpZz09 |
I wanted to deposit money into my hyperliquid account and didn't know what arbitrum was, after making quick glances at the word eth on arbitrum's website I thought I was good to go, now I'm thinking I made a mistake and cant get my money back.... It's been 28 mins
| r/defi | post | r/defi | 2024-12-06 | Z0FBQUFBQm5YV0N1MklMQ2JzWl9pQkg0bXBHQU84WXl0dXF2RFlUVnQwR0RyTXh2ekRleVlaOURoZGlVQTNwVXdpbmp5Z2E1dVk5My1QSlJqdVRUUFF6azRYdjRrRmZUeUE9PQ== | Z0FBQUFBQm5YV0MtOTgzR0duTnRZajJXcUNIM242X3N6M1M3eGZWUkVOYUNwTVUxRW5NTWd4WGpvRUpvbm1iajZ6VkVRS1pGZW5RVjlGbXl4Q0dZSWtXb0oyUzdTeFJkUDMtQzFUZzJjRG8tRkJQQVFSOEhKVWVWSVpCc0NlNWd4RWduZVpLa0N2b19GWFJhM2tLcV80Q1NzQV9pNS00bmxZclFvQUJ1M2Z1NlRjWUROc1o1azdnTmNzNW50SlJUM2xrNDJ1ZFE2NmNtbElWWUNDZkJEQ1dtR0tidGlqcVJ5dz09 |
1. When I buy BTC, I buy through say ByBit as an exchange. Who actually ends up with my fiat money? It’s clear, I convert my fiat to cryptocurrency, but WHO ends up with the fiat?
2. Ledgers. Just checked ledger.com and see some plastic USB like beginner package ledgers. How safe are they actually, physically etc? If I stored say 100k $ of BTC on it, what can happen to the ledger that can damage it? What if it gets damaged, how easy does that happen? If I actually think of BTC like digital gold, well IRL I could have gold bars, but it’s scares a bit knowing you have literally 100k on a USB-device like ledger.
3. What is the future of BTC, ETH and SOL? Is enough to stack those 3 **and** the **ISO-certified** list of cryptocurrencies to look for long term exponential gains? | r/btc | post | r/btc | 2024-12-06 | Z0FBQUFBQm5YV0N1Uzh2MVZJaXhxWThqSHotbWl6aFJSd2NPWGp6RW9tSmtRQmlEeDJkcVJuY2VERlcxUVBQeDF5TTBWZVdFa0VBeFNVNDVEOVpqblFkVUc1aUkweWFlV0E9PQ== | Z0FBQUFBQm5YV0MtTnJ1VVVsOFpuOFJLN1ZRQ0dYV3ZFWnVhZmpRSUVyWDNJRU5Bb21WSzNyaVJYMG5rTWllVGl6b05tcGFpTWxaYmc5UGNkNUpXd2lCWHUwektIVmtfSjBQRllnNFF1ZjFFZDY5QmdHSk5ZWkJ4WHZaZjZRbVJNZmV3bWNPUTNOdFhfWWZVc3RMT091ajEyeFFneXRKZWlBSzdYQUhzZ2JvUzlzWnpOU3NkeE1JPQ== |
[Why the CashTokens hype?](https://www.youtube.com/watch?v=ssB-xXdSANk&pp=ygUKaGVscG1lY2FzaA%3D%3D)
BCH is running circles around BTC when it comes to VM capabilities. It's only really started to take off the last couple years so limited examples, but development is accelerating. Just a few:
Long, short, hedge with on-chain contracts: [bchbull.com](https://bchbull.com/)
On-chain DEX: [cauldron.quest](https://cauldron.quest)
On-chain non-custodial crowdfunding: [fundme.cash](https://fundme.cash)
On-chain staking with native token rewards: [badgers.cash](https://badgers.cash) | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1V25CdWxYeHh4MWpGb3FFYVBsY044VVUwaHZyc2dFQ2dfRkZSOHhBcWFqVzAyX190MXNpN1pmN3FkdlpyT2ZWNVJPV2t3Qnp6M2dPNDI0QkdGNk1jYVRueEZTVkFDSWZ5dmFUNWJUWVVGUWc9 | Z0FBQUFBQm5YV0MtbFV3Z0ExeHY5aFgxdFJyQTRiYXJYcXNtRHVubU5CZHA1cHB0YUxvM2gtblpDVUYwZGUzNUxqQWoyU1RaVmQ0NFJqZ0I3YW5jQWlRMXhhTUl1cnVpeDNwZk1UdWdqSklfTGdnc2duU1k1dnhoNjFRZGY1VWFNT2dFa19xdkgyNmRzQW05QTZsUlVOOElMVm5BRHNfUjZNcm16cDFLb2FON0FwN1pYWWtGOGdzdVN2QUJVbXFROUNxYjhsR0hCNTk0OENMZF9QazVIUm5PQ09vRHlZR0k3UT09 |
A week ago or so I connected my Phantom wallet to a fraudulent site cause I was brand new to all this. Disconnected them after losing about half my money. I thought all was well since then but I accidentally just swapped 14 SOL for USDC when trying to swap to something else, and the USDC just never showed up in my wallet. When I went to the solscan it showed a transfer to a different wallet after the swap. Went back in my activity to that first wallet that stole my money and they have the USDC now. So somehow they made it so that any swaps to USDC automatically transfer to them. I made a new wallet but I dunno if that’s enough? Do I need to stop using phantom altogether? Get a new phone? wtf | r/solana | post | r/solana | 2024-12-06 | Z0FBQUFBQm5YV0N1UmFBNGJyZWRrVEk0MGtzT0U0WU0wb3d2dUk0V0hlVU1qZ1hISEdrTlhaaFMtMEdFU0pmMXNsLTh4a3BSbGZ1RHNIMFpzakN5cExHTy15Mlp3UmJDaWI2QUVPc3FOLUYxVlBwdUNrMUNZTlk9 | Z0FBQUFBQm5YV0MtLUZIMmNUZ2JpRWs3TTVpbm5vNTRLQWNqaVZhVFhLbmU1YXhUck5tZF8xOUVRc3I4eTF2V1IwUmRWU0xMZ3BEZTZmRTNIYmQ0N3JvS2Y3T244cXF4QUh2LWR0a2xyZkdYOFh3LXNyRUJVMTZvSUJMaWs3d0tpZFpzQTJQN1ROdDBEaWFGN0NPZDdFWmxoVzMyNERCMFpzSTRXM0VhbEVBXzBBNHF4UFM5bGNRPQ== |
Have been studying crypto for a bit to not get scammed. Been hearing about MC to liquidity ratio and a couple other ways to see if it’s fraud/a rug pool scheme. Now there’s a meme coin shibussy specifically that has grown a good amount and it’s only at $17k liquidity. Say I had $15k worth of the coin - I would not be able to sell due to the liquidity, right? I’ve already got into another meme coin before and when it was at over $100k liquidity it was still giving me a hard time to sell around $300 due to the large price drop that was going to occur. | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1eHV6OGdTSklFTFBlckxUV3F6STFrOF9LaGpWVkJJS29hZ2k4ZkZ6cjVSWFM4Vm90cXRwN2tteTZadDhhWEpFaDRxLTNXemZ4bXFCbGstQUpyWlJRU1E9PQ== | Z0FBQUFBQm5YV0MtdXk2VkJZaWNNMDNXNm41V2ZwS1I2MzM4ZnhfcE5BYkVhSWZDXzFlMUlhWTJrV1NnOUdJeWNybjBZQ1JtbkxKQmtGb3JNdy1pckFYVFpNcGdfNGxGUDNiYVh0VFk0TnhCZmtOdnRlcGNJRVV0TkozdWthOG4zaXFTMlNqWl9lbHlyS2lCcVhrbmVEcTNwX2JqcnZuRHpCVDFXSWVMT25ib0Z3bFNIa2l3dHJZPQ== |
Since 2020 i had been telling my friend group about crypto and it's future and I got laughed at by them. I tried so hard to explain my argument that it's not about scamming and in all the bs, there is slim amount of real stuff being built.
I was laughed at even by a finance buddy of mine.
I stuck to my guns and grinded all bear, made some decent money and prepared myself last summer for what is finally happening now.
My hard work and knowledge is paying off and I tend to think of those friends I left behind, if they have started their journey or at least think differently.
I will make good progress this cycle but I believe my true wins will be in the next 5-8 years as by then I'll have put in my 10000 hours in the space.
I just want to hear anyone else's experience of their friends or even family that you said "fuck them, they don't know what they're talking about" and here you are. In the shits either learning or making some change | r/solana | post | r/solana | 2024-12-06 | Z0FBQUFBQm5YV0N1R2phYkNtN1NvMDJGTGh1MERtUEgtZXYzclJwLTMwT0kxalRNcGxCYVVPLVQ5b3h1eEV1THNUOWI4dGdCc3lGam5jbkx3Q0RDc3l0SndLMGdNWGhIWFE9PQ== | Z0FBQUFBQm5YV0MtQmV1WnUxd1ZrVTdPaEd0dU1tV0hiTUFoeHdlY0c3bndJM3BCT2Z2ejU0Wm9sYVJQaTFRNnBocVFNUGlyMzVCMTZTVHcwSEljekJCdHBZR0FheGlGcDdFbEozSFVhOXg4UG5vcHBaeTVSb0E4LWlrblJjeldvYkVhUW5RSzRIYlNWZDdLVVEtV0JSclBVODhSOXJobk9SM1BUQmE2VXRxdGNpdzFrbTZ3OW16bEg1aFY3cFBsMm4td3F1UVNWTkZ5LWo1NnNfTlViVThSYUV2V2V1RUJKZz09 |
I am finetuning Qwen2.5 instruct using qLoRA, for a instruction tuning like dataset with around 50k samples, and my training loss is looking weird. What might be the issue, and how can i possibly fix it? Finetuning details are as following, along with training loss graphs:
Code:
\`\`\`
model, tokenizer = FastLanguageModel.from\_pretrained(
model\_name = "Qwen/Qwen2.5-32B-Instruct",
max\_seq\_length = max\_seq\_length,
dtype = None,
load\_in\_4bit = True,
)
\# Do model patching and add fast LoRA weights
model = FastLanguageModel.get\_peft\_model(
model,
r = 64,
target\_modules = \["q\_proj", "k\_proj", "v\_proj", "o\_proj",
"gate\_proj", "up\_proj", "down\_proj",\],
lora\_alpha = 128,
lora\_dropout = 0, # Supports any, but = 0 is optimized
bias = "none", # Supports any, but = "none" is optimized
use\_gradient\_checkpointing = "unsloth", # True or "unsloth" for very long context
random\_state = 3407,
max\_seq\_length = max\_seq\_length,
use\_rslora = True, # We support rank stabilized LoRA
loftq\_config = None, # And LoftQ
)
from trl import SFTTrainer
from transformers import TrainingArguments
from unsloth import is\_bfloat16\_supported
trainer = SFTTrainer(
model = model,
tokenizer = tokenizer,
train\_dataset = dataset\['train'\],
dataset\_text\_field = "text",
max\_seq\_length = max\_seq\_length,
dataset\_num\_proc = 2,
packing = False,
args = TrainingArguments(
per\_device\_train\_batch\_size = 4,
gradient\_accumulation\_steps = 2,
warmup\_steps = 5,
num\_train\_epochs = 3,
learning\_rate = 0.0002,
fp16 = not is\_bfloat16\_supported(),
bf16 = is\_bfloat16\_supported(),
logging\_steps = 10,
optim = "adamw\_8bit",
weight\_decay = 0.01,
lr\_scheduler\_type = "linear",
seed = 69,
output\_dir = "outputs",
report\_to = "wandb",
save\_strategy = "steps",
save\_steps = 50,
save\_total\_limit=10
),
)
\`\`\`
Training Loss:
https://preview.redd.it/s2vn2z44y55e1.png?width=2888&format=png&auto=webp&s=a4e1038e9c27dae96d7e25fcb5db852c794efd97
| r/machinelearning | post | r/MachineLearning | 2024-12-06 | Z0FBQUFBQm5YV0N1YlJOeDhJY0R1VmxaNDRKdGlMbmpBY3cydjA5dzE1cEs2SHV2dmJHcVJIQkhlRVBVTDhydFFseWJTeXBaY0FlMEFiVjRhRmJMc01UR2xhd2hBNDRlckE9PQ== | Z0FBQUFBQm5YV0MtNUlPOHFwY1laOFhLTXNqbWlQMW9oSGRnbHItVWNRTXYxYVY2dTJVRG9IclFYSEhZRzM0SDlYRnhQbS1VcVlDMG9mRnpPRUExZ09CSkJkazRidXR6b1pUT1JFSmNkN2FJSnRoMVVxVXFiVGltV0toRFlseVFHV0dXUlBha2YwS2dYOGpkbnpISUZoazVFbDlWVTNFNUJqTmcwbTFoVkZLSEhpVHNoVkdTdGJ0RDFtVXE0alJRX0NsMHRUT1FxNHY0 |
Other coins often have a company behind it that holds a lot of premined coins. They use some of this for advertising and hype that feeds back in to their reserves. BCH does not have this. Also there people hostile to BCH, causing less people to know what it actually is. So BCH quetly slowly grows in the back ground | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1M3JHUlI0aWJIdTBnNm1CNTIxczNUVDJER1pZRW1CM2R0UEZQYUJ5bmlfY3M1MHpBbnNTS2VoUWdqYWQyelRmdzE5MGRKVHhYQ184bnZPZmlNNS1zV1FNbzRtMHFKMnBLOVVzVWxOVmo2d2M9 | Z0FBQUFBQm5YV0MtNlBjOXRnZXYxWWxjelhOUFFvQnFGa2ZUcHZnNnZCUHlMMG9ZWW11RElma2RkVVZIeE56YkVLUHRya2prZzcxTkl6RFNMSHFJNGwtdlFuVjFaNWtTQmRTaEJUYXpVRDNwX25PWUptZHJvN1pqZWVBUFFtQUxuVVJfSno0NHF1aGN4ZkZtdDhXcnlHcnVyM0NvemR1alVxZlpYTS1xak1MQmo1UWZ2X28zOFpDMUpKREpraDNpLXF1UEZDMUhMbGxDdTdiZzJLTENGWjdFQTg5OHN5dVJCUT09 |
Better than both. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1WDFSVktrWi1wUFBUMjJxMlBPX2JxRHVaVV9qZHpJb29yVjM3TmFQUV9FVXkzZkliYjhuUXJaQUtuLWpFQVFxX2QzZHo0a0l0MDhzRGtoZTFwTGUzbEtMRmtRdjRRci15NlVVbjFFc3NGcEk9 | Z0FBQUFBQm5YV0Mtck03d0ZzaFhuek95NC1GbmhlVVdrWl9iV1dEaGd1aEpIUHpFRTNEWWpKLXlJcG9EU01oVG5td1dfdm5FYlk0S1R1Tklybk10QV9obHA4cExJWE5pR3RFb2NhcjdkNkVLV1BhNGxtSzQ5NDN0bHBfWnhWaEtaSEtPN0ZETENLc0UtSWxuVFctclVyb0F4UDIyaksxRnJINnhMcEN3aUE2anZRV01rNzQ0Q09tX3J6a0V0RTM0WVRHWGdrZjJtQVg5Z3hBZi1uS0tMdWJkLTUyYWcyd0YwUT09 |
Do you have a source where they give this timeframe? I always thought they aimed for end of this year. | r/bittensor_ | comment | r/bittensor_ | 2024-12-06 | Z0FBQUFBQm5YV0N1MFhNQlRLclI1ZHRtaDduTW0wX241a0dGcTRMb0RaSHhNMUJsdzZvX0hRbjhzQWdwdGdrYm1lUlY5RDZoX0dOaTlDQ0lheVBIUG0zMlUxUk10cU1MWnc9PQ== | Z0FBQUFBQm5YV0Mtb3cycjRtam40QWtoSFdPZzZ4WHUxNkpxNXFZS0VSZkVUZTJWVlZmRWN6QkNSMzB6YlhOcUhXaVFtZDJET2N3WVZ3RDY2czM5VU5pSG0wVVdRazF3ZnYxN1dpSHB0d3VCNjNjSnBBbkRHem52TmFSZlpQSWpwd1UyY0U1UVZNdGNzZ21Vbnctc2pmRW04cjh6Z3FGLXNIV1V4MVJEUVR0OWlrZzFmNk16S0hfMnlXMGtSaXdVMXIwUVY3Qy1udjVzR1dNNldhYlNXaHZHZm9sV0FUX0VZdz09 |
With blockchain evolving beyond just payments and DeFi, have you looked into **Decentralized Knowledge Graphs (DKGs)?**
DKGs enable structured and secure sharing of data across industries, making them a game-changer for things like:
* 🌐 **Supply chains**: Verifying products and audits seamlessly.
* 🤖 **AI**: Creating reliable and verifiable data sets for better models.
* 🛠️ **DePIN (Decentralized Physical Infrastructure Networks)**: Powering smart cities, IoT devices, and more.
A great example is **OriginTrail ($TRAC)**, which is already integrating DKGs into real-world use cases. Companies like Walmart and Home Depot are leveraging its technology to secure supply chain data, while its decentralized framework is being applied in AI and Web3 projects.
It feels like we’re at the beginning of a new wave where blockchain tech is finally being used for something practical beyond speculation. What’s your take? Have you explored TRAC or similar projects in this space? Let’s discuss! | r/cryptomarkets | post | r/CryptoMarkets | 2024-12-06 | Z0FBQUFBQm5YV0N1RWp1Z2N5VlFreVNJeUJEcDMydDEtRGZPSmt1UDl5a3RQZlZPN1FleVZ4YmVnQ2l3MkVIMDNtdzY5NlVQb1VkTkx3ME94RVZCSkJ0MjhLN2lFY0NiUGc9PQ== | Z0FBQUFBQm5YV0MtbklfYWZ2dW4ySUdWeWRwdDZxbXViVjZZTU1zZ3Z6cGlnUEV4NnlYRHZiRnZEeTcwdVpycGJ3WHhRSi1tRURmRV9kdXhSU09BdjNfdERvdWRRT0VzaDBYTHNFNTc1TWNiNl9Lb0dkcHJUYUJ1OXlCYkQ0WkpXUmZ1ZVdaejkwdFdkNFBIcmJjRGI1WWh4VGd1ZXVfY0p0T084bWhyWmpjQUtEU0FULVUtQ2NYWXpaNl9QbUpvYWRwV21uS2duQVFoWF93TjJmY3VkOHU1dFFYMUxCR1pBQT09 |
**very** interesting.
It can effectively do all of the same computation and expressiveness of contracts that ETH can do, but at a 1000x advantage in scalability.
Compared to BTC it's not "large block bitcoin", it's the bitcoin that kept improving and therefor has OP_CAT, OP_MUL, Native Introspection, Big Integers, External Signature Validation and lots LOTS more.
You can think of the feature set as a puzzle where you can't use it for much when the puzzle is incomplete, but last couple of years have filled in so much and we're really really really close to the point where floodgates open. | r/bitcoincash | comment | r/Bitcoincash | 2024-12-06 | Z0FBQUFBQm5YV0N1cFdVRlhoS2dRX3ROMzktVFBqU0lXZkRlRXBseXg5NTNza2c0d1p0bmZxcUhvaXVDa251cjJLRVV5UGYyY1BnWk9IaV9TYjhsR2VBa0I0MWdLc2R0cjY2UVpXMDVGT2MtX2VJQUp0Qkx3Tnc9 | Z0FBQUFBQm5YV0MtaUdvWXVjUXo3WjZqZ3J2Y3FLN0FlXzZVbzhOYWlTRWdFUDlvSUxTU3FrcjlKZDNGNEp6SDR5Z0pHNDViRklocXFvQ2o0aEZuLWtLRncwbUV2ME13RHhXWDZWam1WYllQV1BHeDRLamROdEJPd28wdDdEZnlITDBBREJQQlNlRXk3VlVnU0w0LWc0VFRKMmt3a0dNSDZPbXdRcFB1T1pnZjF3ZUZkTWtOMHlmU2xhSnNEdVFIaThCeElfdGVOWUY3V2NOUXREdzFGVFl6dWptUUd0NXRzQT09 |
i don’t have a source for those dates other than impressions. pretty sure it’s not end of this year though based on some convos with subnet operators and opentensor folks. | r/bittensor_ | comment | r/bittensor_ | 2024-12-06 | Z0FBQUFBQm5YV0N1UUt1M29Zckw3UjBlR1F2UWJkSWtHeDZIUVFHeXFfUU1UVl9XVEp0MlloWTRScVR1OGY2bkpTWThGanpDNEp3cGRSYzlKVEowOGhIVVJjWDFzbzR2cXc9PQ== | Z0FBQUFBQm5YV0MtMlhJSldtczBWMUYyQkNvYXNYOV8tZmlRc3dCTVUzSTZ5UHNCWW5GdW5nb19YUUdQSHl3bzNmYS1TbEs1MklrVDBYNnNOZmdDNFRyWnNudDAtZF9nRHJvdjRfVGhVYUdZSVkzbkFWQ2JtbWFDVnJHS0k0LTNwRTBHV2hQcGpOVnp6bkJTWHRNZ1dDYzZlMWFsYVE3dEw2bEc1ZEpnUXFXSUxQNkk1VzIzczkzRmcxLU05a0NBVmZKa2h0cDFVSU9xdmhkcUpYREswOUpyVmtPZF9DTy1jZz09 |
Recent research has revealed that state-of-the-art LLMs often struggle with mathematical reasoning:
1. The GSM-Symbolic benchmark highlights that LLMs frequently fail when numerical values or question wording change, suggesting reliance on memorization rather than true mathematical understanding ([source](https://arxiv.org/pdf/2410.05229.pdf)).
2. Logical reasoning studies, like the AIW problem, show inconsistent performance even for basic reasoning tasks ([source](https://arxiv.org/pdf/2406.02061.pdf)).
3. Furthermore, research indicates LLMs lack effective self-correction capabilities, with performance degrading after multiple iterations ([source](https://arxiv.org/pdf/2310.01798.pdf)).
Despite these challenges, OpenAI’s new O1 model reportedly exceeds all other models in math benchmarks. How does it address these known issues in mathematical reasoning, such as:
* Reliance on memorization instead of understanding?
* Inconsistencies in reasoning across problem variations?
* Inability to self-correct errors effectively?
Would love to hear insights or hypotheses! | r/machinelearning | post | r/MachineLearning | 2024-12-06 | Z0FBQUFBQm5YV0N1WldyalpSSUFZNjMzMkdwOFdNR2tjaDMtd1RqWDBacmdvdFY0MDZ0MW5lT05RWURqWnFGSEluZkQwbGVxSENZZ2R0YjctNVY0aFlZaEhESjZoVXhUMXc9PQ== | Z0FBQUFBQm5YV0MtTDFJMnZoT2gzdlhHeHA0c2xYWFkweDhiQnN6TUdwMWwtTGR3eV9XWjRzcmZFdEdVQnVkMWxRb3hrVXJGU3VtcnluenNUV3VDc29QLUNYVjZrWVJiMl9ZZ1cxSTRHRDB5djBybGF0R1hQeUQtVWZoOC1WNDF3cGc5djNTN0ozMDQ1N0JsVW84X3YzaUdFYXAzc3Q5UXVuaFkzVXYwd1RONVQ1a0twXzBWd0VYRTF1YWdTR2dBQlIxbm9jUjFzNUhnakNVQWhxc19jZ2ttY0FFMzgwcVVVQT09 |
Fair Assumption. Thanks | r/bittensor_ | comment | r/bittensor_ | 2024-12-06 | Z0FBQUFBQm5YV0N1UVZZYTZabEt6VEdxYzBjUEJQYkN0SFFrSjY2MDBHbDdjNDRlckJwM0s4N0tfV2c3TXlHYVRCY0k5c0tOXzVvbzRiQ3ZUaExoeklVRkt6OWR4YmZmVVE9PQ== | Z0FBQUFBQm5YV0MtQTNKdS1IX25rUFo1RE8yc0VlbzEwYnd1T1JiZ04tUTNaVC0wbWpUaG95Nkh4TFQ4UDhzbkZpektNY0FkdlAzb180anFHOEpsTzc2QTNGYzE4TEFTS2lMNUFNdEVKajNlV3ZkWDAwdzlHUVdKQmVlWnZiWW4tQ0lmX2t3bVE3WmpRQ1VxdXJ2Q0h3QkowN3FKbnY4ZklhYUJ0NmZrbWlxZWNGZF9aeXNoZjdfTFNiN3VZOHRUUWh5dVZ4V0tvN3M2SnlrN1JfbFptYWY2LURxSXNSaFVmdz09 |
Intel was making some interesting moves into software offerings, edge computing, software, and toolkits for AI development since Gelsinger was brought on. Hardly any sites are covering this; pounding the semiconductor drum seems to be what's getting clicks.
Does anyone have more information on public statements for these offerings? I can't find anything amidst the deluge of doom from Gelsinger leaving before his 4 years was up; I'm not looking for speculation on the next CEO, but information on possible paths forward for these less conspicuous arms of their offerings. Honestly, the shebang around CPUs is giving me corn subsidy vibes.
EDIT: Why in the hell is my post being downvoted?? I'm asking questions about a stock. | r/stocks | post | r/stocks | 2024-12-06 | Z0FBQUFBQm5YV0N1VnRBOXR2dENrMFE1TTdVVk1jOUoxYy1IdnRCY2RWMzFoSTRZdFI1anJiRURya1pQT1RMc292YjZWcmduaTBnMlpiSFptWnRuNmIzbU11eUc0Q0t4ZUE9PQ== | Z0FBQUFBQm5YV0MtOTVqalhMRllBcnRsU2pjd2o1SUZqaUViTHcwU0VpVVFoZkpUeWFmenc3N25vY3g1TUtuTU1MbDIzWG9ndFFvVmNiRUZrVkZtcEozRFo2RXZYUmhxNndYcEpuZEN6ZGNvV0QyakdSNjJqcTlJRmE0aFp0SGQ1akFVQWRZbGJNeGNVRWV0NW02QUVaeG9lOXB3c1N4SzhteFZUb21TOW8ybk9qaU4zOGlCTW5LblBhRkJINDIyaU1IS0tCbE9PV3JBQV9Dd200VnVWdWhVMFI3cV95RGhSUT09 |
NFT market is heating up and we are currently hiring artists and buying already drawn collections.
We have sold out many projects and still running them
Dm if interested
| r/nft | post | r/NFT | 2024-12-06 | Z0FBQUFBQm5YV0N1RWxELUFzcmUtang3VmNaUkNlQU9JVkdwS2V5cHlGQnp5WTd3UWtLa2tjclpHckZVMF9aRlE5WVFjbmdNdkFScm53ckRqVHRMUEhGRFdlbVV5Q3U0cnc9PQ== | Z0FBQUFBQm5YV0MtSml0WGZtTU8ybjlwS0dCdndGbWhDLXJTaWlQSXdrRFJZeTJtMW8tREM0TVB0NFFJM3I5NnJGUDVDNHZqTEppT0ROMFJzNGM5dGVIU0FLM1UyS1lDemJBOFFVclpKbzBlZW1QVUotODgzYXZ0dzNBdjVRNVgtX0p5VkJCdVZmeGF4X3FteUZpM3dTUDA2SW9Ha0hDQTQxYU1jNW1UM2ZXX2dUekFpdlJPMjNjPQ== |
In the 1980s the US was 30% of the global economy and 30% of the stock market
Now it is 27% of the global economy and 70% of the stock market
| r/wallstreetbets | post | r/wallstreetbets | 2024-12-06 | Z0FBQUFBQm5YV0N1dTdVN0lXTVY1VHVxRE5rbHM1a09zaEN5UDBSVjR0Y3RkcFJxM3hVWVp0ak1BZ1VwTlFNMXhHQ255czdXUERXczl1aExqaHQ3bUJzNWFiUElvUEIxTXc9PQ== | Z0FBQUFBQm5YV0MtN0NBOEpFbHhlTzEteTJFbUl0X01fYXkzaGhNR2tpTEw4X2tPT1VQN19FMFRuWnRXaE0tZDZkWm1lSW9lU3d6cUhqeWpwM09tUUdNUFlCSjg4ZTZ6b1JrUWV4LVNqT2tpbDAxa3g3U0FmZ0owSmJMY1ExZ1NQeEIzU2Y1ODZVajU3VEZ1bnJXaURFYm5XT2lEcGJySWprZlg1SUZWYUtlQ1kzZW9rTlBWekJFRjE2NU1ROFpSbmlfTm0tSDZZMmxjcWtndTZEZVFSUkJmRFhWODg1a0VRQT09 |
I'd love to create my own meme coin but I'm always thinking about a way that seems legit enough. I really don't want to rug pull people but at the same time i want to make some money and a funny token that will get the attention of some people.
It seems there's no way to make money as a token creator besides rugpulling 💀 | r/solana | post | r/solana | 2024-12-06 | Z0FBQUFBQm5YV0N1Sms2V1pSZV85cGMtM1NaMUs0dXh0bklOUDNKMWVXMkUxekEzRDhqQTl4WGdRSV9jRWs5aDRnMklVSnluMXQ4VFoxQVlSSlMzeU9tNUllejFhWVpqY2c9PQ== | Z0FBQUFBQm5YV0MtNmI5TWhMNUlzWlN3a1R5UnVHT01fX0NrOVJtX3FwUElSVF9KRDc1NjF1TlRJdkFrMnhRWjFCYnRfZURXMEdQLTVqUVZoUXp2ZjVuNWVqQmZpcGJsdjd0QWVnVkFFNVpMMGo5SmYxSTZ2TlNiaXA4ak1QN3R0cG5XQWdJRkFyMzYwOTN5ajR1Tjc0STZBZzNRX0NyWjFjT2pCa1VrVnBvQ0o3TFRTalhBQVRnPQ== |
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