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Llama 3 Tulu 2 70B by allenai

 »  All LLMs  »  allenai  »  Llama 3 Tulu 2 70B   URL Share it on

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  Arxiv:2311.10702   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational Dataset:allenai/tulu-v2-sft-mi...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/llama-3-tulu-2-70b 

Llama 3 Tulu 2 70B Benchmarks

LLME Score: 0.19705
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Tulu 2 70B (allenai/llama-3-tulu-2-70b)

Llama 3 Tulu 2 70B Parameters and Internals

Model Type 
Fine-tuned language model
Use Cases 
Areas:
Research, Commercial applications
Applications:
Language understanding, Assistance in dialogues
Primary Use Cases:
Language model assistant
Limitations:
Model can produce problematic outputs (especially when prompted to do so)
Considerations:
The Tulu models have not been aligned for safe completions or deployed with in-the-loop filtering
Additional Notes 
Tulu models have not undergone RLHF phase or safety filtering like some other commercial models.
Supported Languages 
en (Primary)
Training Details 
Data Sources:
Tulu V2 mix dataset which includes publicly available, synthetic, and human-created datasets
Methodology:
Fine-tuning
Input Output 
Input Format:
<|user|> Your message here! <|assistant|>
Accepted Modalities:
text
Performance Tips:
Ensure to format all inputs with a newline after <|assistant|> for best results.
LLM NameLlama 3 Tulu 2 70B
Repository 🤗https://huggingface.co/allenai/llama-3-tulu-2-70b 
Base Model(s)  Meta Llama 3 70B   meta-llama/Meta-Llama-3-70B
Model Size70b
Required VRAM141.9 GB
Updated2025-02-05
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
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than allenai/llama-3-tulu-2-70b.

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