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FlyCockpit/GLM-5.2-NVFP4-AQLM-Abliterated-Vision

FlyCockpit Glm 125B multimodal
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Response includes
  • classification m1
  • files 93
  • hub_downloads_all_time 159
  • author_summary 1 models
  • readme_text full
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
159
25 last 30d - stable
Likes
0
Model age
2mo ago
created 2026-08-04
Downloads over time
Now167→from54↑209%
489213517854 on Aug 5167 on Oct 11167 on Oct 9AugSepOct
Aug 5 → Oct 11 · 50 snapshots · spans 67 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
apache-2.0
Tags
safetensors glm5v glm glm-5.2 abliterated vision nvfp4 aqlm dgx-spark image-text-to-text conversational base_model:jarrelscy/GLM-5.2-NVFP4-AQLM-hybrid
Total size
272 GB
Files
93
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-04 19:20

Files by quantization

Auxiliary files 93 files 272 GB
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kimi_k25_vision_processing.py 9.78 KB fdf3ab2f download
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README current version from Hugging Face


license: apache-2.0
base_model: jarrelscy/GLM-5.2-NVFP4-AQLM-hybrid
tags:

  • glm
  • glm-5.2
  • abliterated
  • vision
  • nvfp4
  • aqlm
  • dgx-spark
    pipeline_tag: image-text-to-text

GLM-5.2 NVFP4+AQLM Abliterated Vision

Drop-in abliterated + vision weights for the
MiaAI-Lab 3× DGX Spark recipe.

Construction

Piece Source
Text + vision hybrid base jarrelscy/GLM-5.2-NVFP4-AQLM-hybrid @ 53e0082eedebd806b63e19779c47905937d768ca
Abliteration donor jacklarmer/GLM-5.2-Abliterated-MXFP8-NVFP4-NF3-Hybrid
Method Tensor transplant of BF16 self_attn.o_proj.weight for layers 13–77 (65 tensors; 62 differed from base)
Vision tower + projector Byte-identical to the jarrelscy / Baseten vision hybrid (untouched)

No re-quantization: o_proj is BF16 [6144, 16384] on both base and donor.

Intended serve stack

Warning

This model has reduced refusal behavior relative to the stock hybrid.
You are responsible for lawful use and your own evaluation.

License

Packaging Apache-2.0. Base hybrid, vision components, and upstream GLM-5.2
weights retain their original licenses/terms (see jarrelscy / DeepSeek-adjacent
upstream cards). Apache-2.0 is used for this packaging where compatible with
those terms.

Credits

  • MiaAI-Lab triple-Spark recipe
  • jarrelscy NVFP4+AQLM hybrid + vision graft
  • jacklarmer abliterated donor
  • Baseten / community MoonViT vision path

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-08-04Upload folder using huggingface_hubfdc64741.8 KB
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