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ChemLLM 7B Chat by AI4Chem

 ยป  All LLMs  ยป  AI4Chem  ยป  ChemLLM 7B Chat   URL Share it on

  565   
  Arxiv:2402.06852   Chemistry   Custom code   Doi:10.57967/hf/2002   En   Feature-extraction   Internlm   Lora   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF ๐Ÿค—: https://huggingface.co/AI4Chem/ChemLLM-7B-Chat 

ChemLLM 7B Chat Benchmarks

LLME Score: 0.17604
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 (AI4Chem/ChemLLM-7B-Chat)

ChemLLM 7B Chat Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
chemistry, molecule science
Applications:
chemical analysis, molecular generation, SMILES conversion
Primary Use Cases:
chemical and molecule science research, educational purposes
Additional Notes 
ChemLLM-7B-Chat is designed to handle chemical and molecular science prompts with specialized formats and requires specific libraries for full functionality. It is built on the InternLM-2 architecture and is one of the first open-source LLMs in its field.
Input Output 
Input Format:
{'instruction'๏ผš"...","prompt":"...","answer":"...","history":[[q1,a1],[q2,a2]]}
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use InternLM2 Dialogue format for best results.
Release Notes 
Version:
1.5
Date:
2024-4-2
Notes:
Release of ChemLLM-1.5 in two versions. Updated functionality and performance.
Version:
1.0
Date:
2024-1-18
Notes:
First release of ChemLLM-7B-Chat.
LLM NameChemLLM 7B Chat
Repository ๐Ÿค—https://huggingface.co/AI4Chem/ChemLLM-7B-Chat 
Model Size7b
Required VRAM15.5 GB
Updated2025-02-22
MaintainerAI4Chem
Model Typeinternlm
Model Files  10.0 GB: 1-of-2   5.5 GB: 2-of-2
Supported Languagesen zh
Model ArchitectureInternLM2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Is Biased0
Tokenizer ClassInternLMTokenizer
Padding Token</s>
Vocabulary Size92544
LoRA ModelYes
Torch Data Typebfloat16

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...nternlm2 5 7B Chat Abliterated32K / 15.4 GB332
Internlm Chatbode 7B32K / 15.5 GB5760
Internlm2 Base 7B32K / 15.5 GB722510
Note: green Score (e.g. "73.2") means that the model is better than AI4Chem/ChemLLM-7B-Chat.

Rank the ChemLLM 7B Chat Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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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