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ThatCultivator/sarvam-30b-Uncensored-gguf

ThatCultivator 30B GGUF second-order 131K ctx
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Response includes
  • classification m-uncensored
  • files 5
  • hub_downloads_all_time 2,607
  • author_summary 1 models
  • readme_text full
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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.

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Downloads · lifetime
3K
151 last 30d - cooling
Likes
3
Model age
7mo ago
created 2026-03-10
Downloads over time
Now2.7K→from789↑237%
6961.4K2.1K2.8K789 on Mar 112.7K on Oct 11MarAprMayJunJulAugSepOct
Mar 11 → Oct 11 · 70 snapshots · spans 214 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
Quantizations
Q3_K Q4_K Q6_K
Tags
gguf text-generation base_model:aoxo/sarvam-30b-uncensored base_model:quantized:aoxo/sarvam-30b-uncensored license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
57.4 GB
Files
5
Quantizations
4
Registered
2026-08-22 13:56
Last updated on HF
2026-03-12 05:20

Files by quantization

Q6_K 1 file 24.6 GB
sarvam-30b-uncensored.Q6_K.gguf 24.6 GB 85100781 download
Q4_K 1 file 18.2 GB
sarvam-30b-uncensored.Q4_K_M.gguf 18.2 GB 82035e09 download
Q3_K 1 file 14.6 GB
sarvam-30b-uncensored.Q3_K_M.gguf 14.6 GB 9198853a download
Auxiliary files 2 files 2.55 KB
.gitattributes 1.69 KB 72965c43 download
README.md 886 B ed71cccd download

README current version from Hugging Face


base_model:

  • aoxo/sarvam-30b-uncensored
  • sarvamai/sarvam-30b
    pipeline_tag: text-generation
    license: apache-2.0

Sarvam-30b-uncensored

This is the quantized version of the aoxo/sarvam-30b-uncensored model that is a finetune of the base model sarvamai/sarvam-30b.

Why use this?

The original finetune is in the bf16 format, which requires significantly stronger hardware than the average consumer-grade hardware.
To solve this problem, I have GGUF quantized the finetuned uncensored model and now it can comfortably run on consumer hardware.

Quantization details

Original model size: ~60gb
Quantization method: GGUF Q4_K_M, GGUF Q6_K
Post-Quantization size: ~19gb, ~26gb

Tested on:

L4 gpu (24gb)

NOTE: I might release other quants like Q8_0 if there's demand.

README history 3 versions

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

  1. 2026-03-12Update README.mdceedf70886 B
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  2. 2026-03-10Update README.md6b82a0e857 B
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  3. 2026-03-10Create README.mdb252dbf849 B
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Discussions 2 threads

  1. 2026-05-12can't be run on llama.cppopen3 💬#2
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  2. 2026-03-10New Abliterated Versionclosed5 💬#1
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