QwQ LCoT 7B Instruct by prithivMLmods

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  7b   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-7b-ins...   Conversational Dataset:amphora/qwq-longcot-13...   En   Endpoints compatible   Instruct   Long-cot   Math   Qwen with questions   Qwen2   Qwen2.5   Qwq   Region:us   Safetensors   Sft   Sharded   Tensorflow

QwQ LCoT 7B Instruct Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QwQ LCoT 7B Instruct (prithivMLmods/QwQ-LCoT-7B-Instruct)

QwQ LCoT 7B Instruct Parameters and Internals

LLM NameQwQ LCoT 7B Instruct
Repository ๐Ÿค—https://huggingface.co/prithivMLmods/QwQ-LCoT-7B-Instruct 
Base Model(s)  Qwen/Qwen2.5-7B-Instruct   Qwen/Qwen2.5-7B-Instruct
Model Size7b
Required VRAM15.2 GB
Updated2025-05-31
MaintainerprithivMLmods
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licensecreativeml-openrail-m
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

Quantized Models of the QwQ LCoT 7B Instruct

Model
Likes
Downloads
VRAM
QwQ LCoT 7B Instruct GGUF3554 GB

Best Alternatives to QwQ LCoT 7B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB2131037327
Qwen2.5 7B RRP 1M986K / 15.2 GB1996
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB442
Qwen2.5 7B CelestialHarmony 1M986K / 14.8 GB157
Q2.5 Instruct 1M Harmony986K / 15.2 GB192
Impish QWEN 7B 1M986K / 15.2 GB244
COCO 7B Instruct 1M986K / 15.2 GB114
Apollo 7B986K / 15.2 GB90
Qwen2.5 7B Instruct 1M986K / 15.2 GB8402
Qwen2.5 7B Sky R1 Mini986K / 15.2 GB130
Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/QwQ-LCoT-7B-Instruct.

Rank the QwQ LCoT 7B 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