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Infinity Instruct 3M 0625 Llama3 70B by BAAI

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  Autotrain compatible   Conversational   Dataset:baai/infinity-instruct   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BAAI/Infinity-Instruct-3M-0625-Llama3-70B 

Infinity Instruct 3M 0625 Llama3 70B Benchmarks

MMLU Pro: 39.85
GPQA: 14.32
MUSR: 18.34
BBH: 52.03
IFEval: 74.42 vs 88 (so35)-15.4%
MATH Lvl 5: 17.9
LLME Score: 0.30619
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 Llama3 70B (BAAI/Infinity-Instruct-3M-0625-Llama3-70B)

Infinity Instruct 3M 0625 Llama3 70B Parameters and Internals

Model Type 
text generation, supervised instruction tuning
Use Cases 
Areas:
academic research
Primary Use Cases:
Supervised instruction tuning without RLHF
Additional Notes 
Infinity-Instruct is positioned for academic research with the disclaimer regarding uncontrollable variables in outputs.
Supported Languages 
en ()
Training Details 
Data Sources:
Infinity-Instruct-3M, Infinity-Instruct-0625
Methodology:
Supervised instruction tuning without RLHF
Model Architecture:
Based on Llama3-70B, finetuned on Infinity-Instruct dataset
Input Output 
Input Format:
Uses Llama3-70B-instruct chat template
Accepted Modalities:
text
Release Notes 
Version:
InfInstruct-3M-0625-Llama3-70B
Date:
2024-07-09
Notes:
Model weights released. Demonstrates strong performance on benchmarks without RLHF.
LLM NameInfinity Instruct 3M 0625 Llama3 70B
Repository 🤗https://huggingface.co/BAAI/Infinity-Instruct-3M-0625-Llama3-70B 
Model Size70b
Required VRAM141.9 GB
Updated2025-02-05
MaintainerBAAI
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than BAAI/Infinity-Instruct-3M-0625-Llama3-70B.

Rank the Infinity Instruct 3M 0625 Llama3 70B 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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Release v20241227
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