Deneb-Qwen3-Radiation-0.6B-GGUF/README.md

license, base_model, language, pipeline_tag, library_name, tags

license	base_model	language	pipeline_tag	library_name	tags
apache-2.0	prithivMLmods/Deneb-Qwen3-Radiation-0.6B	en	text-generation	transformers	text-generation-inference Abliterated math code multilingual polished

Deneb-Qwen3-Radiation-0.6B-GGUF

Deneb-Qwen3-Radiation-0.6B is a reasoning-focused model fine-tuned on Qwen for Abliterated Reasoning and polished token probabilities, enhancing balanced multilingual generation across mathematics and general-purpose reasoning. It specializes in event-driven logic, structured analysis, and precise probabilistic modeling—making it an ideal tool for researchers, educators, and developers working with uncertainty and structured reasoning.

Model Files

File Name	Quant Type	File Size
Deneb-Qwen3-Radiation-0.6B.BF16.gguf	BF16	1.2 GB
Deneb-Qwen3-Radiation-0.6B.F16.gguf	F16	1.2 GB
Deneb-Qwen3-Radiation-0.6B.F32.gguf	F32	2.39 GB
Deneb-Qwen3-Radiation-0.6B.Q2_K.gguf	Q2_K	296 MB
Deneb-Qwen3-Radiation-0.6B.Q3_K_L.gguf	Q3_K_L	368 MB
Deneb-Qwen3-Radiation-0.6B.Q3_K_M.gguf	Q3_K_M	347 MB
Deneb-Qwen3-Radiation-0.6B.Q3_K_S.gguf	Q3_K_S	323 MB
Deneb-Qwen3-Radiation-0.6B.Q4_0.gguf	Q4_0	382 MB
Deneb-Qwen3-Radiation-0.6B.Q4_1.gguf	Q4_1	409 MB
Deneb-Qwen3-Radiation-0.6B.Q4_K.gguf	Q4_K	397 MB
Deneb-Qwen3-Radiation-0.6B.Q4_K_M.gguf	Q4_K_M	397 MB
Deneb-Qwen3-Radiation-0.6B.Q4_K_S.gguf	Q4_K_S	383 MB
Deneb-Qwen3-Radiation-0.6B.Q5_0.gguf	Q5_0	437 MB
Deneb-Qwen3-Radiation-0.6B.Q5_1.gguf	Q5_1	464 MB
Deneb-Qwen3-Radiation-0.6B.Q5_K.gguf	Q5_K	444 MB
Deneb-Qwen3-Radiation-0.6B.Q5_K_M.gguf	Q5_K_M	444 MB
Deneb-Qwen3-Radiation-0.6B.Q5_K_S.gguf	Q5_K_S	437 MB
Deneb-Qwen3-Radiation-0.6B.Q6_K.gguf	Q6_K	495 MB
Deneb-Qwen3-Radiation-0.6B.Q8_0.gguf	Q8_0	639 MB

Quants Usage

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):