Quantization format

I1_IQ3_XXS

I1_IQ3_XXS has a nominal rate of — bits per weight. We have no measured files carrying this label yet.

From the file· 959 files measured

Nominal bpw

—

from the block layout

Measured average

3.278

959 files

Range

1.822–6.998

varies by architecture

File sizes

0.08 GiB+

up to 142.48 GiB

Real files

one per model, most downloaded first

Model	Size●	Effective bpw●	vs nominal●
Qwopus3.6-35B-A3B-v1	12.69 GiB	3.032	—
Qwen3-VL-8B-Instruct-abliterated-v1	3.14 GiB	3.075	—
gemma-4-26B-A4B-it-ultra-uncensored-heretic	10.55 GiB	3.511	—
Sugoi-14B-Ultra-HF	5.54 GiB	3.221	—
gemma-4-12b-heretic-abliterated	4.52 GiB	3.244	—
FastContext-1.0-4B-SFT	1.56 GiB	3.322	—
gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking	11.25 GiB	3.090	—
Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled	12.69 GiB	3.032	—
Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning	3.05 GiB	3.263	—
Mistral-7B-Instruct-v0.2	2.63 GiB	3.123	—
Huihui-Qwen3-Coder-Next-abliterated	28.68 GiB	3.092	—
DeepSeek-R1-Distill-Llama-70B-abliterated	25.58 GiB	3.115	—
gemma-4-26B-A4B-it-heretic	10.55 GiB	3.511	—
gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-uncensored-heretic	4.52 GiB	3.244	—
Qwen3.5-122B-A10B-heretic-v2	43.91 GiB	3.089	—
Llama-3.3-70B-Instruct-abliterated	25.58 GiB	3.115	—
Qwable-9B-Claude-Fable-5	3.67 GiB	3.348	—
EVA-Qwen2.5-14B-v0.2	5.54 GiB	3.221	—
Prosopon-31B	11.81 GiB	3.105	—
Dirty-Muse-Writer-v01-Uncensored-Erotica-NSFW	3.54 GiB	3.287	—
Gemma-4-26B-A4B-StyleTune-V2	10.84 GiB	3.509	—
Qwen2.5-VL-7B-Instruct-abliterated	2.90 GiB	3.005	—
Qwen3.5-9B-Claude-4.6-Opus-Deckard-V4.2-Uncensored-Heretic-Thinking	3.67 GiB	3.348	—
MythoMax-L2-13b	4.82 GiB	3.181	—
Mistral-7B-Instruct-v0.1	2.63 GiB	3.123	—

●From the filewhat these mean