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Yarn Mistral 7B 128K AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Yarn Mistral 7B 128K AWQ   URL Share it on

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  Arxiv:2309.00071   4-bit   Autotrain compatible   Awq Base model:nousresearch/yarn-m... Base model:quantized:nousresea...   Custom code Dataset:emozilla/yarn-train-to...   En   Mistral   Quantized   Region:us   Safetensors   Yarn

Yarn Mistral 7B 128K AWQ Benchmarks

LLME Score: 0.18102
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yarn Mistral 7B 128K AWQ Parameters and Internals

Model Type 
mistral
Additional Notes 
AWQ quantization method supports efficient 4-bit weight quantization. Special thanks to various sponsors for compute support.
Supported Languages 
en (full)
Training Details 
Data Sources:
iostreamzloma/yarn-train-tokenized-16k-mistral
Methodology:
further pretrained on long context data for 1500 steps using the YaRN extension method
Context Length:
128000
Training Time:
unknown
Hardware Used:
JUWELS supercomputer at LAION AI
Model Architecture:
An extension of Mistral-7B-v0.1 supporting a 128k token context window
Input Output 
Input Format:
{prompt}
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
Use trust_remote_code=True when loading the model
LLM NameYarn Mistral 7B 128K AWQ
Repository 🤗https://huggingface.co/TheBloke/Yarn-Mistral-7B-128k-AWQ 
Model NameYarn Mistral 7B 128K
Model CreatorNousResearch
Base Model(s)  Yarn Mistral 7B 128K   NousResearch/Yarn-Mistral-7b-128k
Model Size7b
Required VRAM4.2 GB
Updated2024-11-21
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Yarn Mistral 7B 128K AWQ (TheBloke/Yarn-Mistral-7B-128k-AWQ)

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Yarn-Mistral-7B-128k-AWQ.

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Release v20241110
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