bartowski/Qwen2.5-32B-Instruct-GGUF

text-generation model by bartowski

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Using llama.cpp release b3772 for quantization. Original model: https://huggingface.co/Qwen/Qwen2.5-32B-Instruct All quants made using imatrix option with dataset from here Run them in LM Studio Update context length settings and tokenizer Some of these quants (Q3KXL, Q4KL etc) are the standard quantization method with the embeddings and output weights quantized to Q80 instead of what they would normally default to. Some say that this improves the quality, others don't notice any difference. If you use these models PLEASE COMMENT with your findings. I would like feedback that these are actually used and useful so I don't keep uploading quants no one is using. Thanks! First, make sure you have hugginface-cli installed: Then, you can target the specific file you want: If the model is bigger than 50GB, it will have been split into multiple files. In order to download them all to a local folder, run: You can either specify a…

bartowski/Qwen2.5-32B-Instruct-GGUF on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-29T23:41:25.892Z

Inside the original model card — Document outline
  1. Llamacpp imatrix Quantizations of Qwen2.5-32B-Instruct
  2. Prompt format
  3. What's new:
  4. Download a file (not the whole branch) from below:
  5. Embed/output weights
  6. Downloading using huggingface-cli
  7. Q40XX
  8. Which file should I choose?
  9. Credits

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

bartowski/Qwen2.5-32B-Instruct-GGUF is a text-generation model repository published by bartowski on Hugging Face. A library was not reported.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-generation
Library
Not reported
Recent downloads (30 days)
883,766
Cumulative likes
93
Hugging Face trending score
0
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2024-09-17T16:03:26.000Z
Last modified
2024-09-19T11:15:19.000Z

Compatibility and lineage

Reported languages: en

Reported base models: Qwen/Qwen2.5-32B-Instruct

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

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Model card and usage instructions

Model files and configuration

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-11-01T06:51:29.042Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

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