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Llama 3.1 Tulu 3 70B by allenai

 »  All LLMs  »  allenai  »  Llama 3.1 Tulu 3 70B   URL Share it on

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  Arxiv:2411.15124   Autotrain compatible Base model:allenai/llama-3.1-t... Base model:finetune:allenai/ll...   Conversational Dataset:allenai/rlvr-gsm-math-...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/Llama-3.1-Tulu-3-70B 

Llama 3.1 Tulu 3 70B Benchmarks

MMLU Pro: 40.62
GPQA: 16.44
MUSR: 24.32
BBH: 45.26
IFEval: 83.79 vs 88 (so35)-4.8%
MATH Lvl 5: 38.29
LLME Score: 0.47444
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 Tulu 3 70B (allenai/Llama-3.1-Tulu-3-70B)

Llama 3.1 Tulu 3 70B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Educational Use
Supported Languages 
Primary Language (English)
Training Details 
Data Sources:
Publicly available datasets, Synthetic datasets, Human-created datasets
LLM NameLlama 3.1 Tulu 3 70B
Repository 🤗https://huggingface.co/allenai/Llama-3.1-Tulu-3-70B 
Base Model(s)  allenai/Llama-3.1-Tulu-3-70B-DPO   allenai/Llama-3.1-Tulu-3-70B-DPO
Model Size70b
Required VRAM141.9 GB
Updated2024-12-26
Maintainerallenai
Model Typellama
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
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.43.4
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128264
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than allenai/Llama-3.1-Tulu-3-70B.

Rank the Llama 3.1 Tulu 3 70B 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 v20241227
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