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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   Quantized   Qwen2   Qwen2.5   Qwq   Region:us   Safetensors   Sharded   Tensorflow
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: 0.28356
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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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
Updated2025-06-11
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
QwQ LCoT 3B Instruct (prithivMLmods/QwQ-LCoT-3B-Instruct)

Quantized Models of the QwQ LCoT 3B Instruct

Model
Likes
Downloads
VRAM
QwQ LCoT 3B Instruct GGUF7901 GB

Best Alternatives to QwQ LCoT 3B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
...5 3B Instruct Unsloth Bnb 4bit32K / 2.4 GB655256
TethysAI Base Reasoning32K / 6.2 GB550
Kyro N1 3B32K / 6.2 GB1212
Qwen2.5 3B Reasoner32K / 6.2 GB140
Athena 1 3B32K / 6.2 GB221
Test StealthThinker32K / 6.2 GB60
...2.5 Coder 3B Instruct Bnb 4bit32K / 2 GB89564
Qwen2.5 3B Instruct Chat Sft32K / 6.2 GB410
Qwen2.5 3B Instruct Bnb 4bit32K / 2 GB106338
Model 16bit32K / 6.2 GB80
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 v20241124
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