Panacea-MegaScience-Qwen3-1.7B-GGUF/README.md

license, datasets, language, base_model, pipeline_tag, library_name, tags

license	datasets	language	base_model	pipeline_tag	library_name	tags
apache-2.0	MegaScience/MegaScience	en	prithivMLmods/Panacea-MegaScience-Qwen3-1.7B	text-generation	transformers	text-generation-inference

Panacea-MegaScience-Qwen3-1.7B-GGUF

Panacea-MegaScience-Qwen3-1.7B is a high-efficiency, multi-domain model fine-tuned on Qwen3-1.7B using the MegaScience/MegaScience dataset. MegaScience exhibits greater effectiveness for larger and stronger models, suggesting a scaling benefit for scientific instruction tuning. This model blends symbolic precision, scientific logic, and structured output fluency—making it an ideal tool for developers, educators, and researchers seeking advanced reasoning under constrained compute.

Model Files

File Name	Quant Type	File Size
Panacea-MegaScience-Qwen3-1.7B.BF16.gguf	BF16	3.45 GB
Panacea-MegaScience-Qwen3-1.7B.F16.gguf	F16	3.45 GB
Panacea-MegaScience-Qwen3-1.7B.F32.gguf	F32	6.89 GB
Panacea-MegaScience-Qwen3-1.7B.Q2_K.gguf	Q2_K	778 MB
Panacea-MegaScience-Qwen3-1.7B.Q3_K_L.gguf	Q3_K_L	1 GB
Panacea-MegaScience-Qwen3-1.7B.Q3_K_M.gguf	Q3_K_M	940 MB
Panacea-MegaScience-Qwen3-1.7B.Q3_K_S.gguf	Q3_K_S	867 MB
Panacea-MegaScience-Qwen3-1.7B.Q4_K_M.gguf	Q4_K_M	1.11 GB
Panacea-MegaScience-Qwen3-1.7B.Q4_K_S.gguf	Q4_K_S	1.06 GB
Panacea-MegaScience-Qwen3-1.7B.Q5_K_M.gguf	Q5_K_M	1.26 GB
Panacea-MegaScience-Qwen3-1.7B.Q5_K_S.gguf	Q5_K_S	1.23 GB
Panacea-MegaScience-Qwen3-1.7B.Q6_K.gguf	Q6_K	1.42 GB
Panacea-MegaScience-Qwen3-1.7B.Q8_0.gguf	Q8_0	1.83 GB

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):