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Infinity Instruct 3M 0625 Mistral 7B by BAAI

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  Autotrain compatible   Conversational   Dataset:baai/infinity-instruct   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BAAI/Infinity-Instruct-3M-0625-Mistral-7B 

Infinity Instruct 3M 0625 Mistral 7B Benchmarks

MMLU Pro: 24.77
GPQA: 4.92
MUSR: 12.24
BBH: 28.82
IFEval: 58.67 vs 88 (so35)-33.3%
MATH Lvl 5: 7.63
LLME Score: 0.32818
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Infinity Instruct 3M 0625 Mistral 7B (BAAI/Infinity-Instruct-3M-0625-Mistral-7B)

Infinity Instruct 3M 0625 Mistral 7B Parameters and Internals

Model Type 
supervised instruction tuning
Use Cases 
Areas:
academic research
Applications:
language model instruction tuning
Primary Use Cases:
instruction-following, chat applications
Additional Notes 
Thanks to FlagScale for reducing training costs by optimizing sample concatenation and applying acceleration techniques.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
Infinity-Instruct-3M, Infinity-Instruct-0625
Data Volume:
Million-level instruction dataset
Methodology:
finetuning
Model Architecture:
Mistral-7B
Input Output 
Input Format:
chat-based input format
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
0625
Date:
2024-07-09
Notes:
Release of the model weights with improved performance metrics.
Version:
0613
Date:
2024-06-21
Notes:
Previous model version release.
LLM NameInfinity Instruct 3M 0625 Mistral 7B
Repository 🤗https://huggingface.co/BAAI/Infinity-Instruct-3M-0625-Mistral-7B 
Model Size7b
Required VRAM14.4 GB
Updated2024-12-22
MaintainerBAAI
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than BAAI/Infinity-Instruct-3M-0625-Mistral-7B.

Rank the Infinity Instruct 3M 0625 Mistral 7B 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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Release v20241217
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