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Mistral Large Instruct 2407 FP8 by alpindale

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Model Card on HF 🤗: https://huggingface.co/alpindale/Mistral-Large-Instruct-2407-FP8 

Mistral Large Instruct 2407 FP8 Benchmarks

LLME Score: 0.24569
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Large Instruct 2407 FP8 (alpindale/Mistral-Large-Instruct-2407-FP8)

Mistral Large Instruct 2407 FP8 Parameters and Internals

Model Type 
text-generation
Additional Notes 
The weights have been converted to FP8 format, with FP8 weights, FP8 activations, and FP8 KV cache.
Supported Languages 
en (supported), fr (supported), de (supported), es (supported), it (supported), pt (supported), ru (supported), zh (supported), ja (supported)
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameMistral Large Instruct 2407 FP8
Repository 🤗https://huggingface.co/alpindale/Mistral-Large-Instruct-2407-FP8 
Base Model(s)  Mistral Large Instruct 2407   mistralai/Mistral-Large-Instruct-2407
Model Size122.6b
Required VRAM123.6 GB
Updated2025-01-05
Maintaineralpindale
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-26   4.8 GB: 2-of-26   4.9 GB: 3-of-26   4.8 GB: 4-of-26   4.9 GB: 5-of-26   4.8 GB: 6-of-26   4.9 GB: 7-of-26   4.8 GB: 8-of-26   4.9 GB: 9-of-26   4.8 GB: 10-of-26   4.9 GB: 11-of-26   4.8 GB: 12-of-26   4.9 GB: 13-of-26   4.8 GB: 14-of-26   4.9 GB: 15-of-26   4.8 GB: 16-of-26   4.9 GB: 17-of-26   4.8 GB: 18-of-26   4.9 GB: 19-of-26   4.8 GB: 20-of-26   4.9 GB: 21-of-26   4.8 GB: 22-of-26   4.9 GB: 23-of-26   4.8 GB: 24-of-26   4.9 GB: 25-of-26   2.2 GB: 26-of-26
Supported Languagesen fr de es it pt ru zh ja
Model ArchitectureMistralForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.44.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typebfloat16

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Mistral Large Instruct 2407128K / 226.7 GB3513563813
Mistral Large Instruct 240732K / 226.7 GB2372
Note: green Score (e.g. "73.2") means that the model is better than alpindale/Mistral-Large-Instruct-2407-FP8.

Rank the Mistral Large Instruct 2407 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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