CT LLM Base by m-a-p

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  Arxiv:2404.04167   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors

CT LLM Base Benchmarks

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

CT LLM Base Parameters and Internals

LLM NameCT LLM Base
Repository ๐Ÿค—https://huggingface.co/m-a-p/CT-LLM-Base 
Model Size2.1b
Required VRAM4.3 GB
Updated2024-10-18
Maintainerm-a-p
Model Typellama
Model Files  4.3 GB
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.38.2
Tokenizer ClassBaichuanTokenizer
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size125824
Torch Data Typefloat16
CT LLM Base (m-a-p/CT-LLM-Base)

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Phi 3 Orpo V9.44K / 2.3 GB81
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...penbuddy Llama2 13b64k V15 AWQ64K / 7.4 GB81
...enbuddy Llama2 13b64k V15 GPTQ64K / 7.4 GB130
Note: green Score (e.g. "73.2") means that the model is better than m-a-p/CT-LLM-Base.

Rank the CT LLM Base 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803