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Mistral 7B Instruct V0.3 FP8 by neuralmagic

 »  All LLMs  »  neuralmagic  »  Mistral 7B Instruct V0.3 FP8   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Fp8   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow   Vllm
Model Card on HF 🤗: https://huggingface.co/neuralmagic/Mistral-7B-Instruct-v0.3-FP8 

Mistral 7B Instruct V0.3 FP8 Benchmarks

LLME Score: 0.22133
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Instruct V0.3 FP8 (neuralmagic/Mistral-7B-Instruct-v0.3-FP8)

Mistral 7B Instruct V0.3 FP8 Parameters and Internals

Model Type 
Text generation
Use Cases 
Areas:
Commercial applications, Research
Primary Use Cases:
Assistant-like chat
Limitations:
Use in any manner that violates applicable laws or regulations, Use in languages other than English
Supported Languages 
English (Proficient)
Input Output 
Input Format:
Text
Accepted Modalities:
Text
Output Format:
Text
Release Notes 
Version:
1.0
Date:
6/26/2024
Notes:
This is the initial quantized version of Mistral-7B-Instruct-v0.3, utilizing FP8 quantization formats for weight and activation with target use in vLLM environments.
LLM NameMistral 7B Instruct V0.3 FP8
Repository 🤗https://huggingface.co/neuralmagic/Mistral-7B-Instruct-v0.3-FP8 
Model Size7b
Required VRAM7.6 GB
Updated2025-01-16
Maintainerneuralmagic
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.6 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typebfloat16

Quantized Models of the Mistral 7B Instruct V0.3 FP8

Model
Likes
Downloads
VRAM
...ral 7B Instruct V0.3 Fp16 Onnx0160 GB

Best Alternatives to Mistral 7B Instruct V0.3 FP8

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB36569
SpydazWeb AI HumanAI RP512K / 14.4 GB241
SpydazWeb AI HumanAI 002512K / 14.4 GB191
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB180
...1 Summarize 64K LoRANET Merged128K / 14.4 GB200
Mistral 7B Instruct V0.232K / 14.4 GB41539662614
Mistral 7B Instruct V0.132K / 14.4 GB27741291543
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB38095
...ty Instruct 3M 0613 Mistral 7B32K / 14.4 GB619111
Note: green Score (e.g. "73.2") means that the model is better than neuralmagic/Mistral-7B-Instruct-v0.3-FP8.

Rank the Mistral 7B Instruct V0.3 FP8 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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