mradermacher/CapRL-3B-i1-GGUF

Model

About

4

9 commits

1 linked in READMEs

updated Apr 21, 2026

See the code

README

About

weighted/imatrix quants of https://huggingface.co/internlm/CapRL-3B

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/CapRL-3B-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

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

LinkTypeSize/GBNotes
GGUFimatrix0.1imatrix file (for creating your own quants)
GGUFi1-IQ1_S0.9for the desperate
GGUFi1-IQ1_M1.0mostly desperate
GGUFi1-IQ2_XXS1.0
GGUFi1-IQ2_XS1.1
GGUFi1-IQ2_S1.2
GGUFi1-IQ2_M1.2
GGUFi1-Q2_K_S1.3very low quality
GGUFi1-Q2_K1.4IQ3_XXS probably better
GGUFi1-IQ3_XXS1.4lower quality
GGUFi1-IQ3_XS1.5
GGUFi1-Q3_K_S1.6IQ3_XS probably better
GGUFi1-IQ3_S1.6beats Q3_K*
GGUFi1-IQ3_M1.6
GGUFi1-Q3_K_M1.7IQ3_S probably better
GGUFi1-Q3_K_L1.8IQ3_M probably better
GGUFi1-IQ4_XS1.8
GGUFi1-IQ4_NL1.9prefer IQ4_XS
GGUFi1-Q4_01.9fast, low quality
GGUFi1-Q4_K_S1.9optimal size/speed/quality
GGUFi1-Q4_K_M2.0fast, recommended
GGUFi1-Q4_12.1
GGUFi1-Q5_K_S2.3
GGUFi1-Q5_K_M2.3
GGUFi1-Q6_K2.6practically like static Q6_K

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

image.png

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

captioning
conversational
endpoints_compatible
gguf
image caption
imatrix
multimodal
transformers

mradermacher/CapRL-3B-i1-GGUF

Model

About

4

9 commits

1 linked in READMEs

updated Apr 21, 2026

See the code

README

About

weighted/imatrix quants of https://huggingface.co/internlm/CapRL-3B

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/CapRL-3B-GGUF

This is a vision model - mmproj files (if any) will be in the static repository.

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

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

LinkTypeSize/GBNotes
GGUFimatrix0.1imatrix file (for creating your own quants)
GGUFi1-IQ1_S0.9for the desperate
GGUFi1-IQ1_M1.0mostly desperate
GGUFi1-IQ2_XXS1.0
GGUFi1-IQ2_XS1.1
GGUFi1-IQ2_S1.2
GGUFi1-IQ2_M1.2
GGUFi1-Q2_K_S1.3very low quality
GGUFi1-Q2_K1.4IQ3_XXS probably better
GGUFi1-IQ3_XXS1.4lower quality
GGUFi1-IQ3_XS1.5
GGUFi1-Q3_K_S1.6IQ3_XS probably better
GGUFi1-IQ3_S1.6beats Q3_K*
GGUFi1-IQ3_M1.6
GGUFi1-Q3_K_M1.7IQ3_S probably better
GGUFi1-Q3_K_L1.8IQ3_M probably better
GGUFi1-IQ4_XS1.8
GGUFi1-IQ4_NL1.9prefer IQ4_XS
GGUFi1-Q4_01.9fast, low quality
GGUFi1-Q4_K_S1.9optimal size/speed/quality
GGUFi1-Q4_K_M2.0fast, recommended
GGUFi1-Q4_12.1
GGUFi1-Q5_K_S2.3
GGUFi1-Q5_K_M2.3
GGUFi1-Q6_K2.6practically like static Q6_K

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

image.png

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

captioning
conversational
endpoints_compatible
gguf
image caption
imatrix
multimodal
transformers