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CT LLM Base by m-a-p

 »  All LLMs  »  m-a-p  »  CT LLM Base   URL Share it on

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  Arxiv:2404.04167   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/m-a-p/CT-LLM-Base 

CT LLM Base Benchmarks

LLME Score: 0.16184
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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CT LLM Base Parameters and Internals

Model Type 
causal language model
Use Cases 
Considerations:
The model is intended for academic research only.
Additional Notes 
CT-LLM-Base is specifically for Chinese language support, focusing on overcoming potential biases in language adaptability.
LLM NameCT LLM Base
Repository 🤗https://huggingface.co/m-a-p/CT-LLM-Base 
Model Size2.1b
Required VRAM4.3 GB
Updated2025-06-09
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)

Best Alternatives to CT LLM Base

Best Alternatives
Context / RAM
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Likes
Kanana 1.5 2.1B Instruct 250532K / 4.6 GB411418
Kanana 1.5 2.1B Base32K / 4.2 GB24317
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Kanana Nano 2.1B Instruct8K / 4.2 GB394865
Kanana Nano 2.1B Base8K / 4.2 GB301036
DAMI Base Merge 04088K / 4.6 GB230
EcomGen 0.0.2v8K / 8.4 GB90
Phi 3 Orpo V9.44K / 2.3 GB191
CT LLM SFT DPO4K / 0 GB165
CT LLM SFT4K / 0 GB111
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

🆘 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! 🌟

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 v20241124
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