← back to catalog · registered 2026-08-22 13:56

annelo/GLM-5.2-FP8-Uncensored-Colibri-Int4

annelo Glm MoE
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/annelo%2FGLM-5.2-FP8-Uncensored-Colibri-Int4"
Response includes
  • classification m-uncensored
  • files 170
  • hub_downloads_all_time 1,888
  • author_summary 1 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
2K
Likes
13
Model age
3mo ago
created 2026-07-13
Downloads over time
Now5.7K→from1.1K↑433%
8452.6K4.4K6.2K1.1K on Jul 155.7K on Oct 11JulAugSepOct
Jul 15 → Oct 11 · 53 snapshots · spans 88 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
mit
Tags
colibri glm_moe_dsa glm-5.2 int4 moe custom-format text-generation base_model:jlnsrk/GLM-5.2-colibri-int4 base_model:quantized:jlnsrk/GLM-5.2-colibri-int4 license:mit fp8 region:us
Total size
358 GB
Files
170
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-07-19 07:28

Files by quantization

Auxiliary files 170 files 358 GB
out-mtp-00001.safetensors 5.00 GB 172b49be download
out-mtp-00000.safetensors 3.28 GB dc020ddb download
out-00069.safetensors 2.51 GB 7cee315d download
out-00034.safetensors 2.51 GB 202c446d download
out-00115.safetensors 2.51 GB 224036b1 download
out-00126.safetensors 2.51 GB 278f56f4 download
out-00091.safetensors 2.51 GB 21c89d02 download
out-00021.safetensors 2.51 GB 1b2cd9c5 download
out-00102.safetensors 2.51 GB ea5d6dda download
out-00067.safetensors 2.51 GB e0098ac1 download
out-00008.safetensors 2.51 GB dbd18218 download
out-00124.safetensors 2.51 GB aa5106eb download
out-00043.safetensors 2.51 GB 94ed6ee5 download
out-00006.safetensors 2.51 GB 3e44ddf9 download
out-00030.safetensors 2.51 GB 45c1d148 download
out-00111.safetensors 2.51 GB 7a50e489 download
out-00076.safetensors 2.51 GB 16494490 download
out-00087.safetensors 2.51 GB 7b8f096b download
out-00052.safetensors 2.51 GB 627df53d download
out-00133.safetensors 2.51 GB dbd31fe7 download
out-00063.safetensors 2.51 GB ce4203dc download
out-00028.safetensors 2.51 GB b06d1ee5 download
out-00015.safetensors 2.51 GB 5fd48b08 download
out-00085.safetensors 2.51 GB 1ed4e9c1 download
out-00050.safetensors 2.51 GB d4fa2e8e download
out-00107.safetensors 2.51 GB d39fd449 download
out-00094.safetensors 2.51 GB 87a483e9 download
out-00139.safetensors 2.51 GB f4cfe914 download
out-00011.safetensors 2.51 GB 53b9e347 download
out-00116.safetensors 2.51 GB 33b2e4c8 download
out-00046.safetensors 2.51 GB 711bf205 download
out-00037.safetensors 2.51 GB 8d8abeea download
out-00078.safetensors 2.51 GB 01be4195 download
out-00098.safetensors 2.51 GB 94620b13 download
out-00120.safetensors 2.51 GB 67185a2f download
out-00039.safetensors 2.51 GB 8db82cb7 download
out-00059.safetensors 2.51 GB f4e52ec1 download
out-00045.safetensors 2.51 GB 3386f2ca download
out-00080.safetensors 2.51 GB c8a820da download
out-00054.safetensors 2.51 GB f1a9c007 download
out-00004.safetensors 2.51 GB 12ba1ccb download
out-00109.safetensors 2.51 GB 1624e780 download
out-00074.safetensors 2.51 GB a1ae41b8 download
out-00131.safetensors 2.51 GB 1bbdd92b download
out-00061.safetensors 2.51 GB e2135de9 download
out-00026.safetensors 2.51 GB eb88264e download
out-00013.safetensors 2.51 GB 482d323f download
out-00083.safetensors 2.51 GB 50c25cc4 download
out-00070.safetensors 2.51 GB 387dd7d0 download
out-00035.safetensors 2.51 GB 28831f30 download
out-00127.safetensors 2.51 GB 5174cea5 download
out-00092.safetensors 2.51 GB 735ff5ae download
out-00118.safetensors 2.51 GB db5d57d9 download
out-00103.safetensors 2.51 GB 9fe926e0 download
out-00022.safetensors 2.50 GB 437e2686 download
out-00057.safetensors 2.50 GB 864dc9ef download
out-00019.safetensors 2.50 GB ac6231f2 download
out-00104.safetensors 2.50 GB 55858585 download
out-00056.safetensors 2.50 GB 2ac997de download
out-00002.safetensors 2.50 GB 0d5bb9c3 download
out-00072.safetensors 2.50 GB 804a21a6 download
out-00129.safetensors 2.50 GB f6c133f5 download
out-00024.safetensors 2.50 GB df27764d download
out-00081.safetensors 2.50 GB 3f40847e download
out-00010.safetensors 2.50 GB 1d54e03d download
out-00032.safetensors 2.50 GB 0ca603b1 download
out-00113.safetensors 2.50 GB ae33ecd3 download
out-00089.safetensors 2.50 GB af2e241b download
out-00065.safetensors 2.50 GB 46113bca download
out-00017.safetensors 2.50 GB 738ccb4c download
out-00041.safetensors 2.50 GB e89bdd87 download
out-00122.safetensors 2.50 GB 9c1d382f download
out-00096.safetensors 2.50 GB 17e408bd download
out-00100.safetensors 2.50 GB 01570cd8 download
out-00048.safetensors 2.50 GB 4117db9d download
out-00105.safetensors 2.50 GB 4355749a download
out-00071.safetensors 2.50 GB 4348616e download
out-00001.safetensors 2.50 GB c581ba5d download
out-00036.safetensors 2.50 GB a740f824 download
out-00049.safetensors 2.50 GB 1d86b8c2 download
out-00084.safetensors 2.50 GB b1c09a1a download
out-00093.safetensors 2.50 GB f364e001 download
out-00095.safetensors 2.50 GB a84c9139 download
out-00128.safetensors 2.50 GB bab4c891 download
out-00012.safetensors 2.50 GB 8ff442fe download
out-00025.safetensors 2.50 GB 369c1b71 download
out-00047.safetensors 2.50 GB 343f69d9 download
out-00060.safetensors 2.50 GB 3688bc2d download
out-00082.safetensors 2.50 GB 93cc9d20 download
out-00106.safetensors 2.50 GB 65b3b1e7 download
out-00117.safetensors 2.50 GB bb4c6490 download
out-00130.safetensors 2.50 GB 069ce003 download
out-00014.safetensors 2.50 GB 637d6e13 download
out-00073.safetensors 2.50 GB 3b42ff26 download
out-00027.safetensors 2.50 GB bcc86d6c download
out-00108.safetensors 2.50 GB 9d2bc092 download
out-00003.safetensors 2.50 GB d9e5ef49 download
out-00062.safetensors 2.50 GB 77659a87 download
out-00097.safetensors 2.50 GB c9b4b224 download
out-00132.safetensors 2.50 GB cf156f64 download
out-00051.safetensors 2.50 GB 53fb6284 download
out-00086.safetensors 2.50 GB 70d0b09b download
out-00016.safetensors 2.50 GB 57e3b3ac download
out-00040.safetensors 2.50 GB f827295e download
out-00121.safetensors 2.50 GB 28147715 download
out-00075.safetensors 2.50 GB 73e25cdc download
out-00110.safetensors 2.50 GB c28e6060 download
out-00005.safetensors 2.50 GB c15ff76a download
out-00029.safetensors 2.50 GB b36cc62a download
out-00064.safetensors 2.50 GB 52114b7f download
out-00134.safetensors 2.50 GB 3c028994 download
out-00053.safetensors 2.50 GB 21930074 download
out-00088.safetensors 2.50 GB 9b8711a5 download
out-00018.safetensors 2.50 GB 0e4b46a6 download
out-00042.safetensors 2.50 GB 5607e315 download
out-00123.safetensors 2.50 GB fbc6a00b download
out-00077.safetensors 2.50 GB cb200b49 download
out-00112.safetensors 2.50 GB 53e4c480 download
out-00031.safetensors 2.50 GB 5e54ba03 download
out-00007.safetensors 2.50 GB ee7f9742 download
out-00066.safetensors 2.50 GB 3d8aaef7 download
out-00101.safetensors 2.50 GB eedd86df download
out-00020.safetensors 2.50 GB 452d3b21 download
out-00055.safetensors 2.50 GB 85108c9c download
out-00090.safetensors 2.50 GB 78950d2f download
out-00125.safetensors 2.50 GB dc0e43f9 download
out-00044.safetensors 2.50 GB 055eefea download
out-00114.safetensors 2.50 GB e35d55f4 download
out-00033.safetensors 2.50 GB 0b60f5ca download
out-00009.safetensors 2.50 GB d5e821e8 download
out-00068.safetensors 2.50 GB 625d6453 download
out-00119.safetensors 2.50 GB 14d744d1 download
out-00038.safetensors 2.50 GB 930d1d75 download
out-00099.safetensors 2.50 GB 80418aa4 download
out-00079.safetensors 2.50 GB 34299703 download
out-00138.safetensors 2.50 GB 9f125771 download
out-00058.safetensors 2.50 GB e4f379dc download
out-00023.safetensors 2.50 GB 251bb375 download
out-00000.safetensors 2.49 GB a46ad7f9 download
out-00140.safetensors 2.21 GB 031e4bae download
out-00137.safetensors 2.00 GB d089e032 download
out-mtp-00002.safetensors 1017 MB 534a1a2a download
out-00135.safetensors 849 MB 4a4bc3c4 download
out-idx-00000.safetensors 17.9 MB 7dc49f80 download
out-idx-00002.safetensors 8.96 MB 681a1f0e download
out-idx-00010.safetensors 8.96 MB 14b22de6 download
out-idx-00017.safetensors 8.96 MB 539447ea download
out-idx-00024.safetensors 8.96 MB c44456ef download
out-idx-00032.safetensors 8.96 MB 5db2f960 download
out-idx-00041.safetensors 8.96 MB 1252f89a download
out-idx-00048.safetensors 8.96 MB f1226101 download
out-idx-00056.safetensors 8.96 MB 4c9062f8 download
out-idx-00065.safetensors 8.96 MB c9eda11d download
out-idx-00072.safetensors 8.96 MB 1b6686d4 download
out-idx-00081.safetensors 8.96 MB b5334bb4 download
out-idx-00089.safetensors 8.96 MB 560e0069 download
out-idx-00096.safetensors 8.96 MB 2386abeb download
out-idx-00105.safetensors 8.96 MB e023a5c8 download
out-idx-00113.safetensors 8.96 MB fc8f1b1d download
out-idx-00122.safetensors 8.96 MB 1f645e79 download
out-idx-00129.safetensors 8.96 MB 9b5fb05e download
out-idx-00019.safetensors 8.96 MB cf71fde7 download
out-idx-00100.safetensors 8.96 MB 416c2949 download
out-00136.safetensors 16.0 B 9bbcbf73 download
tokenizer.json 19.3 MB 19e77364 download
config.json 31.4 KB a848e7d2 download
README.md 2.26 KB 44348061 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 761 B e375fa0a download
generation_config.json 204 B 4d108d0b download

README current version from Hugging Face


license: mit
base_model: jlnsrk/GLM-5.2-colibri-int4
library_name: colibri
pipeline_tag: text-generation
tags:

  • glm_moe_dsa
  • glm-5.2
  • colibri
  • int4
  • moe
  • custom-format

GLM-5.2 FP8 Uncensored — Colibri int4

This is a Colibri-compatible int4 conversion of zandenAI/GLM-5.2-FP8-Uncensored.

It was created for JustVugg/colibri: a C inference engine that keeps the dense part in RAM and streams routed MoE experts from local storage.

This is an independent conversion, not an official Z.ai, NVIDIA, or Hugging Face release.

Important compatibility note

This repository is not a standard Transformers, vLLM, SGLang, AWQ, or GGUF checkpoint. The tensors use Colibri's custom safetensors container and quantization layout. Use it with Colibri; do not expect AutoModelForCausalLM.from_pretrained() to load it.

Quantization layout

  • Routed expert and ordinary linear weights: Colibri row-wise int4.
  • Token embedding and LM head: int8.
  • Norms and routing weights: FP32.
  • DSA indexer and MTP head: int8.

The source FP8 tensors are dequantized, then requantized into Colibri's format. The original FP8 checkpoint is not included here.

Files

  • out-*.safetensors — main model shards.
  • out-idx-*.safetensors — DSA / IndexShare indexer weights.
  • out-mtp-*.safetensors — MTP head for speculative decoding.
  • config.json, tokenizer files, and generation config — model metadata.

All three groups are required for the complete conversion.

Usage

Follow the build and runtime instructions in the Colibri README. Download the complete repository to fast local storage; Colibri streams expert shards from disk during inference.

License

The source model repository declares the MIT License. This conversion is released under MIT on the same basis; please also review and comply with the upstream model terms.

Credits

README history 2 versions

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

  1. 2026-07-19Update README.md2361c042.3 KB
    Loading...
  2. 2026-07-14Upload README.md with huggingface_hub5bba67e2.3 KB
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration