ChemLLM 7B Chat by AI4Chem

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  Arxiv:2402.06852   Chemistry   Custom code   Doi:10.57967/hf/2002   En   Feature-extraction   Has space   Internlm   License:other   Lora   Region:us   Safetensors   Sharded   Tensorflow   Zh

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  
ChemLLM 7B Chat (AI4Chem/ChemLLM-7B-Chat)

Best Alternatives to ChemLLM 7B Chat

Best Alternatives
HF Rank
Internlm2 7B66.6832K / 15.5 GB6617133
Internlm2 Chat 7B32K / 15.4 GB5559858
Internlm2 Chat 7B Sft32K / 15.4 GB246284
ChemLLM 7B Chat 1.5 DPO32K / 15.4 GB214
ChemLLM 7B Chat 1.5 SFT32K / 15.4 GB172
Internlm2 Base 7B32K / 15.5 GB428078
Internlmbode 7B32K / 15.5 GB480
Internlm2 Chat 7B 4bits8K / 5.3 GB4672
Internlm2 Math 7B8K / 15.4 GB60218
Internlm2 Math Base 7B8K / 15.4 GB1972
Note: green Score (e.g. "73.2") means that the model is better than AI4Chem/ChemLLM-7B-Chat.

ChemLLM 7B Chat Parameters and Internals

LLM NameChemLLM 7B Chat
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM15.5 GB
Model Typeinternlm
Model Files  10.0 GB: 1-of-2   5.5 GB: 2-of-2
Supported Languagesen zh
Model ArchitectureInternLM2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Is Biased0
Tokenizer ClassInternLMTokenizer
Padding Token</s>
Vocabulary Size92544
LoRA ModelYes
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20240042001