QwQ 32B Preview By Qwen: Benchmarks, Features and Detailed Analysis. Insights on QwQ 32B Preview.

Arxiv:2407.10671 Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-32b-in... Chat Conversational En Endpoints compatible Instruct Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Qwen/QwQ-32B-Preview

QwQ 32B Preview Benchmarks

LLME Score: 0.59113

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

QwQ 32B Preview Parameters and Internals

Model Type

Causal Language Models

Use Cases

Limitations:

Language Mixing and Code-Switching, Recursive Reasoning Loops, Safety and Ethical Considerations, Performance and Benchmark Limitations

Additional Notes

As a preview release, it demonstrates promising analytical abilities while having several important limitations.

Supported Languages

en (Native)

Training Details

Context Length:

32768

Model Architecture:

transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias

Responsible Ai Considerations

Mitigation Strategies:

Requires enhanced safety measures to ensure reliable and secure performance.

Input Output

Input Format:

text input with chat template

Accepted Modalities:

text

Output Format:

text

LLM Name	QwQ 32B Preview
Repository 🤗	https://huggingface.co/Qwen/QwQ-32B-Preview
Base Model(s)	Qwen/Qwen2.5-32B-Instruct Qwen/Qwen2.5-32B-Instruct
Model Size	32b
Required VRAM	65.5 GB
Updated	2024-12-08
Maintainer	Qwen
Model Type	qwen2
Instruction-Based	Yes
Model Files	3.9 GB: 1-of-17 3.9 GB: 2-of-17 3.9 GB: 3-of-17 3.9 GB: 4-of-17 3.9 GB: 5-of-17 3.9 GB: 6-of-17 3.9 GB: 7-of-17 3.9 GB: 8-of-17 3.9 GB: 9-of-17 3.9 GB: 10-of-17 3.9 GB: 11-of-17 3.9 GB: 12-of-17 3.9 GB: 13-of-17 3.9 GB: 14-of-17 3.9 GB: 15-of-17 3.9 GB: 16-of-17 3.1 GB: 17-of-17
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.43.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Quantized Models of the QwQ 32B Preview

Model	Likes	Downloads	VRAM
...eview Gptqmodel 4bit Vortex V1	39	741	16 GB
QwQ 32B Preview AWQ	9	4917	19 GB
...Q 32B Preview Unsloth Bnb 4bit	11	622	25 GB
QwQ 32B Preview 4bit	3	506	18 GB
QwQ 32B Preview GPTQ 4bit	3	306	16 GB
QwQ 32B Preview 8bit	3	306	34 GB
Qwen QwQ 32B Preview MLX 8bit	4	150	34 GB
QwQ 32B Preview 3bit	4	174	14 GB
...iew Abliterated 4.5bpw H8 EXL2	3	82	19 GB

Best Alternatives to QwQ 32B Preview

Best Alternatives	Context / RAM	Downloads	Likes
EVA Qwen2.5 32B V0.2	128K / 65.8 GB	2192	35
EVA Qwen2.5 32B V0.0	128K / 65.8 GB	986	22
EVA Qwen2.5 32B V0.1	128K / 65.8 GB	847	14
EVA Instruct QwQ 32B Preview	128K / 65.8 GB	52	3
Rombos Coder V2.5 Qwen 32B	128K / 65.8 GB	308	6
EVA Instruct 32B V2	128K / 65.8 GB	108	3
Qwen2.5 32B Peganum V0.1	128K / 65.8 GB	34	1
EVA Instruct 32B	128K / 65.8 GB	89	5
...2.5 32B EVA Instruct Merge 0.1	128K / 65.8 GB	8	1
Qwen2.5 Coder 32B Instruct	32K / 65.8 GB	217679	1220

Note: green Score (e.g. "73.2") means that the model is better than Qwen/QwQ-32B-Preview.

Rank the QwQ 32B Preview 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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