Image-Text-to-Text
Safetensors
Trellis
vllm
qwen3_5
exl3
exllamav3
mixed-precision
quantized
qwen3.8
vision-language
gilded-gnosis
conversational
4-bit precision
Instructions to use malaiwah/Qwen3.8-27B-EXL3-K5K6-hydrated with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Trellis
How to use malaiwah/Qwen3.8-27B-EXL3-K5K6-hydrated with Trellis:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Commit History
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Add pinned QFS size–KL plot, highlighted deep link and downloadable provenance
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Add pinned QFS size–KL plot, highlighted deep link and downloadable provenance
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Add assets/tb21-8x-topology-dark.png - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-8x-topology-dark.svg - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-8x-topology-light.png - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-8x-topology-light.svg - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-scaling-dark.png - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-scaling-dark.svg - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-scaling-light.png - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-scaling-light.svg - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-topology-dark.png - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-topology-dark.svg - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-topology-light.png - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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Add assets/tb21-topology-light.svg - referenced by the card but missing from the repo, so the multi-GPU serving figures rendered broken
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master chart: add the gittensor NVFP4 RTX5090 row; rebind DOCS-SHA256SUMS
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Redraw the all-measurements chart with the NVFP4 ten-shard row and the v3-vs-v5 ratio band
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Cards: NVFP4 on v5, v3-vs-v5 scaling, capture determinism, external cross-citation, all-measurements chart, reproduce section, upstream fixes, 5090 lever sweep
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GGUF comparison, engine floor, 5090 qualification cross-reference
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Publish corrected qualification card and evidence
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Chart: context edition reaches native 262,144 with int8 embeddings
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Card: four-build choice table with the context edition and the frontier chart
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