Transformers
GGUF
English
Merge
model_fusion
TIES
Llama3.1
crypto
blockchain
coding_assistant
creative_writing
roleplaying
uncensored
latent_diffusion
long_context
agentic_AI
multi_domain
research
instruction-following
technical_reasoning
task_generalization
AI_tools
GPT
Inference Endpoints
imatrix
conversational
| base_model: ZeroXClem/Llama3.1-TheiaFire-DarkFusion-8B | |
| datasets: | |
| - CoinMarketCap | |
| - blockchain_projects | |
| - agentic_code_DPO | |
| language: | |
| - en | |
| library_name: transformers | |
| license: apache-2.0 | |
| quantized_by: mradermacher | |
| tags: | |
| - merge | |
| - model_fusion | |
| - TIES | |
| - Llama3.1 | |
| - crypto | |
| - blockchain | |
| - coding_assistant | |
| - creative_writing | |
| - roleplaying | |
| - uncensored | |
| - latent_diffusion | |
| - long_context | |
| - agentic_AI | |
| - multi_domain | |
| - research | |
| - instruction-following | |
| - technical_reasoning | |
| - task_generalization | |
| - AI_tools | |
| - GPT | |
| ## About | |
| <!-- ### quantize_version: 2 --> | |
| <!-- ### output_tensor_quantised: 1 --> | |
| <!-- ### convert_type: hf --> | |
| <!-- ### vocab_type: --> | |
| <!-- ### tags: nicoboss --> | |
| weighted/imatrix quants of https://huggingface.co/ZeroXClem/Llama3.1-TheiaFire-DarkFusion-8B | |
| <!-- provided-files --> | |
| static quants are available at https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-GGUF | |
| ## Usage | |
| If you are unsure how to use GGUF files, refer to one of [TheBloke's | |
| READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for | |
| more details, including on how to concatenate multi-part files. | |
| ## Provided Quants | |
| (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) | |
| | Link | Type | Size/GB | Notes | | |
| |:-----|:-----|--------:|:------| | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 4.8 | fast on arm, low quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 4.8 | fast on arm+i8mm, low quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 4.8 | fast on arm+sve, low quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | | | |
| | [GGUF](https://huggingface.co/mradermacher/Llama3.1-TheiaFire-DarkFusion-8B-i1-GGUF/resolve/main/Llama3.1-TheiaFire-DarkFusion-8B.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | practically like static Q6_K | | |
| Here is a handy graph by ikawrakow comparing some lower-quality quant | |
| types (lower is better): | |
|  | |
| And here are Artefact2's thoughts on the matter: | |
| https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 | |
| ## FAQ / Model Request | |
| See https://huggingface.co/mradermacher/model_requests for some answers to | |
| questions you might have and/or if you want some other model quantized. | |
| ## Thanks | |
| I thank my company, [nethype GmbH](https://www.nethype.de/), for letting | |
| me use its servers and providing upgrades to my workstation to enable | |
| this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. | |
| <!-- end --> | |