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Infinity Instruct 7M Gen 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

Infinity Instruct 7M Gen Mistral 7B Benchmarks

MMLU Pro: 25.26
GPQA: 5.37
MUSR: 10.04
BBH: 28.7
IFEval: 61.47 vs 88 (so35)-30.1%
MATH Lvl 5: 6.5
LLME Score: 0.34164
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Infinity Instruct 7M Gen Mistral 7B Parameters and Internals

Model Type 
Supervised instruction tuning, Text generation
Use Cases 
Areas:
Research
Limitations:
Accuracy not guaranteed due to randomness
Considerations:
Not for commercial use
Additional Notes 
The model adopts chat templates from OpenHermes-2.5-Mistral-7B.
Supported Languages 
en (English (primary))
Training Details 
Data Sources:
Infinity-Instruct-7M, Infinity-Instruct-Gen
Data Volume:
Million-level instruction dataset
Methodology:
Instruction tuning without RLHF
Model Architecture:
Tuned on Mistral-7B-v0.1
Input Output 
Input Format:
Chat template used in OpenHermes-2.5-Mistral-7B
Accepted Modalities:
Text
Output Format:
Text response
Release Notes 
Version:
InfInstruct-Llama3.1-70B Gen
Date:
2024/08/02
Notes:
Released model weights.
Version:
InfInstruct-Mistral-7B 0625
Date:
2024/07/09
Notes:
Released model weights.
Version:
InfInstruct-Llama3-70B 0613
Date:
2024/06/28
Notes:
Released model weight. Shows favorable results on AlpacaEval 2.0.
LLM NameInfinity Instruct 7M Gen Mistral 7B
Repository 🤗https://huggingface.co/BAAI/Infinity-Instruct-7M-Gen-mistral-7B 
Model Size7b
Required VRAM14.4 GB
Updated2024-11-21
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
Infinity Instruct 7M Gen Mistral 7B (BAAI/Infinity-Instruct-7M-Gen-mistral-7B)

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

Rank the Infinity Instruct 7M Gen Mistral 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241110
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