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license: apache-2.0
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---
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license: apache-2.0
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---
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# Mistral-7B-v0.1
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## Description
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This repo contains GGUF format model files for Mistral-7B-v0.1.
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## Files Provided
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| Name | Quant | Bits | File Size | Remark |
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| ---------------------------- | ------- | ---- | --------- | -------------------------------- |
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| mistral-7b-v0.1.IQ3_XXS.gguf | IQ3_XXS | 3 | 3.02 GB | 3.06 bpw quantization |
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| mistral-7b-v0.1.IQ3_S.gguf | IQ3_S | 3 | 3.18 GB | 3.44 bpw quantization |
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| mistral-7b-v0.1.IQ3_M.gguf | IQ3_M | 3 | 3.28 GB | 3.66 bpw quantization mix |
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| mistral-7b-v0.1.IQ4_NL.gguf | IQ4_NL | 4 | 4.16 GB | 4.25 bpw non-linear quantization |
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| mistral-7b-v0.1.Q4_K_M.gguf | Q4_K_M | 4 | 4.37 GB | 3.80G, +0.0532 ppl |
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| mistral-7b-v0.1.Q5_K_M.gguf | Q5_K_M | 5 | 5.13 GB | 4.45G, +0.0122 ppl |
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| mistral-7b-v0.1.Q6_K.gguf | Q6_K | 6 | 5.94 GB | 5.15G, +0.0008 ppl |
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| mistral-7b-v0.1.Q8_0.gguf | Q8_0 | 8 | 7.70 GB | 6.70G, +0.0004 ppl |
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## Parameters
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| path | type | architecture | rope_theta | sliding_win | max_pos_embed |
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| ---------------------------------- | ------- | ------------------ | ---------- | ----------- | ------------- |
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| mistralai/Mistral-7B-Instruct-v0.2 | mistral | MistralForCausalLM | 10000.0 | 4096 | 32768 |
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# Original Model Card
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---
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license: apache-2.0
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pipeline_tag: text-generation
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language:
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- en
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tags:
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- pretrained
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inference:
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parameters:
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temperature: 0.7
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---
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# Model Card for Mistral-7B-v0.1
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The Mistral-7B-v0.1 Large Language Model (LLM) is a pretrained generative text model with 7 billion parameters.
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Mistral-7B-v0.1 outperforms Llama 2 13B on all benchmarks we tested.
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For full details of this model please read our [paper](https://arxiv.org/abs/2310.06825) and [release blog post](https://mistral.ai/news/announcing-mistral-7b/).
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## Model Architecture
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Mistral-7B-v0.1 is a transformer model, with the following architecture choices:
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- Grouped-Query Attention
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- Sliding-Window Attention
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- Byte-fallback BPE tokenizer
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## Troubleshooting
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- If you see the following error:
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```
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KeyError: 'mistral'
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```
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- Or:
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```
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NotImplementedError: Cannot copy out of meta tensor; no data!
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```
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Ensure you are utilizing a stable version of Transformers, 4.34.0 or newer.
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## Notice
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Mistral 7B is a pretrained base model and therefore does not have any moderation mechanisms.
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## The Mistral AI Team
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Albert Jiang, Alexandre Sablayrolles, Arthur Mensch, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lélio Renard Lavaud, Lucile Saulnier, Marie-Anne Lachaux, Pierre Stock, Teven Le Scao, Thibaut Lavril, Thomas Wang, Timothée Lacroix, William El Sayed.
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