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Tulu V2.5 DPO 13B Uf Mean by allenai

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  Arxiv:2406.09279   Autotrain compatible   Base model:allenai/tulu-2-13b Base model:finetune:allenai/tu...   Conversational Dataset:allenai/tulu-2.5-prefe... Dataset:allenai/tulu-v2-sft-mi...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/tulu-v2.5-dpo-13b-uf-mean 

Tulu V2.5 DPO 13B Uf Mean Benchmarks

LLME Score: 0.19224
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tulu V2.5 DPO 13B Uf Mean (allenai/tulu-v2.5-dpo-13b-uf-mean)

Tulu V2.5 DPO 13B Uf Mean Parameters and Internals

Model Type 
RLHF tuned chat models
Use Cases 
Areas:
Research, Commercial applications
Limitations:
Model can produce problematic outputs, Not aligned for generating safe completions within RLHF phase
Considerations:
Model trained on a mix of human-created data and synthetic dialogues.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
allenai/tulu-2.5-preference-data, allenai/tulu-v2-sft-mixture
Methodology:
Using UltraFeedback with average of fine-grained scores to determine chosen and rejected.
Input Output 
Input Format:
<|user|> Your message here! <|assistant|>
Performance Tips:
Include a newline after `<|assistant|>` for best results.
LLM NameTulu V2.5 DPO 13B Uf Mean
Repository 🤗https://huggingface.co/allenai/tulu-v2.5-dpo-13b-uf-mean 
Base Model(s)  Tulu 2 13B   allenai/tulu-2-13b
Model Size13b
Required VRAM26 GB
Updated2025-02-22
Maintainerallenai
Model Typellama
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   1.2 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Release v20241227
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