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QwQ LCoT 3B Instruct by prithivMLmods

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  3b   4bit   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-3b-ins...   Conversational Dataset:amphora/qwq-longcot-13...   En   Endpoints compatible   Instruct   Long-cot   Pytorch   Quantized   Qwen2   Qwen2.5   Qwq   Region:us   Safetensors   Sharded
Model Card on HF 🤗: https://huggingface.co/prithivMLmods/QwQ-LCoT-3B-Instruct 

QwQ LCoT 3B Instruct Benchmarks

MMLU Pro: 28.69
GPQA: 4.25
MUSR: 12.77
BBH: 26.62
IFEval: 43.54 vs 88 (so35)-50.5%
MATH Lvl 5: 28.25
LLME Score: 0.31721
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QwQ LCoT 3B Instruct (prithivMLmods/QwQ-LCoT-3B-Instruct)

QwQ LCoT 3B Instruct Parameters and Internals

LLM NameQwQ LCoT 3B Instruct
Repository 🤗https://huggingface.co/prithivMLmods/QwQ-LCoT-3B-Instruct 
Base Model(s)  Qwen/Qwen2.5-3B-Instruct   Qwen/Qwen2.5-3B-Instruct
Model Size3b
Required VRAM6.2 GB
Updated2025-03-12
MaintainerprithivMLmods
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.2 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licensecreativeml-openrail-m
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

Quantized Models of the QwQ LCoT 3B Instruct

Model
Likes
Downloads
VRAM
QwQ LCoT 3B Instruct GGUF169041 GB

Best Alternatives to QwQ LCoT 3B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
...5 3B Instruct Unsloth Bnb 4bit32K / 2.4 GB1580366
TethysAI Base Reasoning32K / 6.2 GB550
Kyro N1 3B32K / 6.2 GB170012
Qwen2.5 3B Reasoner32K / 6.2 GB220
Athena 1 3B32K / 6.2 GB421
Test StealthThinker32K / 6.2 GB110
TBH.AI Base Reasoning32K / 6.2 GB3511
Predictagrid Sft 3epoch32K / 6.2 GB1170
...grid Sft With Reasoning 3epoch32K / 6.2 GB450
...2.5 Coder 3B Instruct Bnb 4bit32K / 2 GB60253
Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/QwQ-LCoT-3B-Instruct.

Rank the QwQ LCoT 3B Instruct 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
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