CT LLM SFT by m-a-p

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  Arxiv:2404.04167   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/m-a-p/CT-LLM-SFT 

CT LLM SFT 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 SFT (m-a-p/CT-LLM-SFT)

CT LLM SFT Parameters and Internals

Model Type 
CausalLM
Additional Notes 
Developed for academic purposes, with rigorously compliance-checked training data. Users should report concerns related to data misuse, security breaches, or potential infringement issues.
LLM NameCT LLM SFT
Repository ๐Ÿค—https://huggingface.co/m-a-p/CT-LLM-SFT 
Model Size2.1b
Required VRAM0 GB
Updated2025-03-12
Maintainerm-a-p
Model Typellama
Model Files  4.3 GB   0.0 GB   0.0 GB
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassBaichuanTokenizer
Padding Token<unk>
Vocabulary Size125824
Torch Data Typebfloat16

Best Alternatives to CT LLM SFT

Best Alternatives
Context / RAM
Downloads
Likes
Kanana Nano 2.1B Instruct8K / 4.2 GB1148350
Kanana Nano 2.1B Base8K / 4.2 GB522127
Phi 3 Orpo V9.44K / 2.3 GB801
CT LLM Base4K / 4.3 GB10710
CT LLM SFT DPO4K / 0 GB835
Phi 3.5 Mini Instruct Bnb 4bit128K / 2.3 GB3064013
Phi 3.5 Pii Test 13128K / 7.6 GB170
...Nano 2.1B Instruct Abliterated8K / 8.4 GB4263
...penbuddy Llama2 13b64k V15 AWQ64K / 7.4 GB1141
...enbuddy Llama2 13b64k V15 GPTQ64K / 7.4 GB230
Note: green Score (e.g. "73.2") means that the model is better than m-a-p/CT-LLM-SFT.

Rank the CT LLM SFT 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 v20241227