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ChemDFM 13B V1.0 by OpenDFM

 »  All LLMs  »  OpenDFM  »  ChemDFM 13B V1.0   URL Share it on

  1003   
  Arxiv:2401.14818   Autotrain compatible   Chemistry   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/OpenDFM/ChemDFM-13B-v1.0 

ChemDFM 13B V1.0 Benchmarks

LLME Score: 0.19003
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ChemDFM 13B V1.0 (OpenDFM/ChemDFM-13B-v1.0)

ChemDFM 13B V1.0 Parameters and Internals

Model Type 
dialogue, text-generation
Additional Notes 
ChemDFM includes preprocessing steps for handling SMILES notation with rdkit for canonicalization.
Supported Languages 
English (High), Chinese (High)
Input Output 
Input Format:
Preprocessed input with dialogue templates used during instruction tuning.
Accepted Modalities:
text
Release Notes 
Version:
1.0
Date:
2024-03-12
Notes:
The parameter of ChemDFM-13B is open-sourced.
Date:
2024-01-26
Notes:
The paper of ChemDFM-13B is released on arXiv.
LLM NameChemDFM 13B V1.0
Repository 🤗https://huggingface.co/OpenDFM/ChemDFM-13B-v1.0 
Model Size13b
Required VRAM26.2 GB
Updated2024-11-09
MaintainerOpenDFM
Model Typellama
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   1.5 GB: 6-of-6
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseagpl-3.0
Context Length2048
Model Max Length2048
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size39409
Torch Data Typefloat16

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Rank the ChemDFM 13B V1.0 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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