Create README.md
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README.md
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---
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license: llama2
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language:
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- not-for-all-audiences
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---
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# Venus 120b - version 1.0
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## Overview
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The goal was to create a large model that's highly capable for RP/ERP scenarios. Goliath-120b is excellent for roleplay, and Venus-120b was created with the idea of attempting to mix more than two models together to see how well this method works.
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## Model Details
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- A result of interleaving layers of [Sao10K/Euryale-1.3-L2-70B](https://huggingface.co/Sao10K/Euryale-1.3-L2-70B), [NousResearch/Nous-Hermes-Llama2-70b](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-70b), and [migtissera/SynthIA-70B-v1.5](https://huggingface.co/migtissera/SynthIA-70B-v1.5) using [mergekit](https://github.com/cg123/mergekit).
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- The resulting model has 140 layers and approximately 122 billion parameters.
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- See mergekit-config.yml for details on the merge method used.
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- See the `exl2-*` branches for exllama2 quantizations. The 4.85 bpw quant should fit in 80GB VRAM, and the 3.0 bpw quant should (just barely) fit in 48GB VRAM with 4k context.
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- Inspired by [Goliath-120b](https://huggingface.co/alpindale/goliath-120b)
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**Warning: This model will produce NSFW content!**
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## Results
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Initial tests show that Venus-120b functions fine, overall it seems to be comparable to Goliath-120b. Some differences I noticed:
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1. Venus needs lower temperature settings than Goliath. I recommend a temp of around 0.7, and no higher than 1.0.
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2. Venus tends to, on average, produce longer responses than Goliath. Probably due to the inclusion of SynthIA in the merge, which is trained to produce long chain-of-thought responses.
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3. Venus seems to be a bit less creative than Goliath when it comes to the prose it generates. Probably due to the lack of Xwin and the inclusion of Nous-Hermes.
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Keep in mind this is all anecdotal from some basic tests. The key takeaway is that Venus shows that Goliath is not a fluke.
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## Other quants:
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- 4.5 bpw exl2 quant provided by Panchovix: https://huggingface.co/Panchovix/Venus-120b-v1.0-4.5bpw-h6-exl2
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- 4.25 bpw exl2 quant provided by Panchovix: https://huggingface.co/Panchovix/Venus-120b-v1.0-4.25bpw-h6-exl2
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---
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license: llama2
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language:
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- en
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---
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config.json
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{
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"_name_or_path": "Sao10K/Euryale-1.3-L2-70B",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 8192,
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"initializer_range": 0.02,
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"intermediate_size": 28672,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 64,
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"num_hidden_layers": 140,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.35.2",
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"use_cache": true,
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"vocab_size": 32000
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}
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mergekit-config.yml
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slices:
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- model: Sao10K/Euryale-1.3-L2-70B
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layer_range: [0, 20]
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- sources:
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- model: NousResearch/Nous-Hermes-Llama2-70b
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layer_range: [10, 30]
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- sources:
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- model: migtissera/SynthIA-70B-v1.5
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layer_range: [20, 40]
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- sources:
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- model: Sao10K/Euryale-1.3-L2-70B
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layer_range: [30, 50]
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- sources:
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- model: migtissera/SynthIA-70B-v1.5
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layer_range: [40, 60]
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- sources:
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- model: NousResearch/Nous-Hermes-Llama2-70b
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layer_range: [50, 70]
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- sources:
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- model: Sao10K/Euryale-1.3-L2-70B
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layer_range: [60, 80]
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merge_method: passthrough
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dtype: float16
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"eos_token": "</s>",
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36 |
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"legacy": false,
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37 |
-
"model_max_length": 1000000000000000019884624838656,
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38 |
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"pad_token": null,
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39 |
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"sp_model_kwargs": {},
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40 |
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"tokenizer_class": "LlamaTokenizer",
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41 |
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"unk_token": "<unk>",
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42 |
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"use_default_system_prompt": true
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43 |
-
}
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