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ChemLLM 7B Chat 1 5 DPO by AI4Chem

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  Arxiv:2402.06852   Chemistry   Conversational   Custom code   En   Feature-extraction   Internlm   Region:us   Safetensors   Sharded   Tensorflow   Zh

ChemLLM 7B Chat 1 5 DPO Benchmarks

LLME Score: 0.21479
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

ChemLLM 7B Chat 1 5 DPO Parameters and Internals

LLM NameChemLLM 7B Chat 1 5 DPO
Repository 🤗https://huggingface.co/AI4Chem/ChemLLM-7B-Chat-1_5-DPO 
Model Size7b
Required VRAM15.4 GB
Updated2024-09-07
MaintainerAI4Chem
Model Typeinternlm
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   2.0 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   1.8 GB: 8-of-8
Supported Languagesen zh
Model ArchitectureInternLM2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Is Biased0
Tokenizer ClassInternLMTokenizer
Padding Token</s>
Vocabulary Size92544
Torch Data Typebfloat16
ChemLLM 7B Chat 1 5 DPO (AI4Chem/ChemLLM-7B-Chat-1_5-DPO)

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Note: green Score (e.g. "73.2") means that the model is better than AI4Chem/ChemLLM-7B-Chat-1_5-DPO.

Rank the ChemLLM 7B Chat 1 5 DPO 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 v2024072803
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