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Tulu 2 DPO 70B by allenai

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  1981   
  Arxiv:2305.18290   Arxiv:2311.10702   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-...   Conversational Dataset:allenai/tulu-v2-sft-mi... Dataset:huggingfaceh4/ultrafee...   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Tulu 2 DPO 70B Benchmarks

LMSys ELO: 1099 vs 1272 (so35)-13.6%
ARC: 72.1 vs 96.7 (so35)-25.4%
HellaSwag: 88.99 vs 95.3 (gpt4)-6.6%
MMLU: 69.84 vs 88.3 (so35)-20.9%
TruthfulQA: 65.78 vs 59 (gpt4)11.5%
WinoGrande: 83.27 vs 87.5 (gpt4)-4.8%
GSM8K: 62.62 vs 96.4 (so35)-35%
LLME Score: 0.30709
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Tulu 2 DPO 70B Parameters and Internals

LLM NameTulu 2 DPO 70B
Repository 🤗https://huggingface.co/allenai/tulu-2-dpo-70b 
Base Model(s)  Llama 2 70B Hf   meta-llama/Llama-2-70b-hf
Model Size70b
Required VRAM138 GB
Updated2024-10-18
Maintainerallenai
Model Typellama
Model Files  9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15   9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
Tulu 2 DPO 70B (allenai/tulu-2-dpo-70b)

Quantized Models of the Tulu 2 DPO 70B

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VRAM
Tulu 2 DPO 70B GGUF659329 GB
Tulu 2 DPO 70B AWQ31636 GB
Tulu 2 DPO 70B GPTQ31535 GB

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

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Release v2024072803
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