ChemLLM 20B Chat SFT By AI4Chem: Benchmarks, Features and Detailed Analysis. Insights on ChemLLM 20B Chat SFT.

Arxiv:2402.06852 Chemistry Conversational Custom code En Feature-extraction Internlm2 Region:us Safetensors Sharded Tensorflow Zh

ChemLLM 20B Chat SFT Benchmarks

LLME Score: 0.21977

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

What is the LLM Explorer Rank (Score)

ChemLLM 20B Chat SFT Parameters and Internals

LLM Name	ChemLLM 20B Chat SFT
Repository 🤗	https://huggingface.co/AI4Chem/ChemLLM-20B-Chat-SFT
Model Size	20b
Required VRAM	40.6 GB
Updated	2024-09-07
Maintainer	AI4Chem
Model Type	internlm2
Model Files	1.1 GB: 1-of-41 1.0 GB: 2-of-41 1.0 GB: 3-of-41 1.0 GB: 4-of-41 1.0 GB: 5-of-41 1.0 GB: 6-of-41 1.0 GB: 7-of-41 1.0 GB: 8-of-41 1.0 GB: 9-of-41 1.0 GB: 10-of-41 1.0 GB: 11-of-41 1.0 GB: 12-of-41 1.0 GB: 13-of-41 1.0 GB: 14-of-41 1.0 GB: 15-of-41 1.0 GB: 16-of-41 1.0 GB: 17-of-41 1.0 GB: 18-of-41 1.0 GB: 19-of-41 1.0 GB: 20-of-41 1.0 GB: 21-of-41 1.0 GB: 22-of-41 1.0 GB: 23-of-41 1.0 GB: 24-of-41 1.0 GB: 25-of-41 1.0 GB: 26-of-41 1.0 GB: 27-of-41 1.0 GB: 28-of-41 1.0 GB: 29-of-41 1.0 GB: 30-of-41 1.0 GB: 31-of-41 1.0 GB: 32-of-41 1.0 GB: 33-of-41 1.0 GB: 34-of-41 1.0 GB: 35-of-41 1.0 GB: 36-of-41 1.0 GB: 37-of-41 1.0 GB: 38-of-41 1.0 GB: 39-of-41 0.4 GB: 40-of-41 1.1 GB: 41-of-41
Supported Languages	en zh
Model Architecture	InternLM2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.40.0
Is Biased	0
Vocabulary Size	92544
Torch Data Type	bfloat16

ChemLLM 20B Chat SFT (AI4Chem/ChemLLM-20B-Chat-SFT)

Best Alternatives to ChemLLM 20B Chat SFT

Best Alternatives	Context / RAM	Downloads	Likes
Internlm2 5 20B	256K / 39.7 GB	310	14
Internlm2 5 20B Chat	32K / 39.7 GB	13360	74
...ternlm2 5 20B Chat Abliterated	32K / 39.7 GB	11	1
Internlm2 20B	32K / 39.7 GB	9161	53
Internlm2 Chat 20B	32K / 39.7 GB	6940	86
Internlm2 Base 20B	32K / 39.7 GB	2671	8
ChemLLM 20B Chat DPO	32K / 40.6 GB	50	7
Internlm2 Chat 20B ExPO	32K / 39.8 GB	25	1
Internlm Chatbode 20B	32K / 39.8 GB	6	0
Internlm2 Chat 20B 4bits	32K / 12.2 GB	1189	6

Note: green Score (e.g. "73.2") means that the model is better than AI4Chem/ChemLLM-20B-Chat-SFT.

Rank the ChemLLM 20B Chat SFT Capabilities

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Factuality and Completeness of Knowledge
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Data Analysis and Insight Generation
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Text Summarization and Feature Extraction
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Original data from HuggingFace, OpenCompass and various public git repos.

Release v2024072803

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ChemLLM 20B Chat SFT by AI4Chem

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ChemLLM 20B Chat SFT Benchmarks

ChemLLM 20B Chat SFT Parameters and Internals

Best Alternatives to ChemLLM 20B Chat SFT

Rank the ChemLLM 20B Chat SFT Capabilities

What open-source LLMs or SLMs are you in search of? 35693 in total.