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Open-weight model

Lingdan-8B-R1-GGUF

by Team Mradermacher mradermacher/Lingdan-8B-R1-GGUF

Lingdan-8B-R1-GGUF is an open-weight model from Team Mradermacher, released under Apache License 2.0. Its published files total 73.4 GB.

static quants of https://huggingface.co/TCMLLM/Lingdan-8B-R1 For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants seem not to be available (by me) at this time.

Parameters—
Context—
Weights73.4 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads—

Model Card

By Team Mradermacher, published under apache-2.0, revision efe3d0ffd597.

static quants of https://huggingface.co/TCMLLM/Lingdan-8B-R1 For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. 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. (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 And…

Read Team Mradermacher's full model card

About

static quants of https://huggingface.co/TCMLLM/Lingdan-8B-R1

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

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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)

Link Type Size/GB Notes
GGUF Q4_K_S 4.9 fast, recommended
GGUF f16 16.5 16 bpw, overkill

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

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.

Identity and Version

Repository
mradermacher/Lingdan-8B-R1-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
zh
Revision
efe3d0ffd59770c8412b16d8452ef766720cec8b
First published
2026-10-11
Last updated
2026-10-11

Files and Weights

14 files, 73.4 GB in total. The weights are 12 files totalling 73.4 GB in gguf.

Weights12 files · 73.4 GB
Documentation1 file · 2.3 KB
Repository1 file · 2.3 KB
Every file
FileTypeSizeSHA-256
Lingdan-8B-R1.IQ4_XS.ggufWeights4.6 GB 2ac888fe4c34
Lingdan-8B-R1.Q2_K.ggufWeights3.3 GB 4e6ed9827c5a
Lingdan-8B-R1.Q3_K_L.ggufWeights4.4 GB 982014822b8b
Lingdan-8B-R1.Q3_K_M.ggufWeights4.1 GB a7cbeb573d8d
Lingdan-8B-R1.Q3_K_S.ggufWeights3.8 GB 402ad7af9272
Lingdan-8B-R1.Q4_K_M.ggufWeights5.0 GB 0c0613dea0f1
Lingdan-8B-R1.Q4_K_S.ggufWeights4.8 GB 034c54ddf9cc
Lingdan-8B-R1.Q5_K_M.ggufWeights5.9 GB 5ae6257c9e74
Lingdan-8B-R1.Q5_K_S.ggufWeights5.7 GB da6d36329d9a
Lingdan-8B-R1.Q6_K.ggufWeights6.7 GB a1ecaaf54ead
Lingdan-8B-R1.Q8_0.ggufWeights8.7 GB 8f5b0bd3eab7
Lingdan-8B-R1.f16.ggufWeights16.4 GB e772cf840a3c
README.mdDocumentation2.3 KB —
.gitattributesRepository2.3 KB —

License and Download

License
apache-2.0
Access
Open weights, no gate
Download size
73.4 GB
Download from Team Mradermacher

Released by Team Mradermacher through its official repository on Hugging Face. Read the license.

Built From

  • Derived from TCMLLM/Lingdan-8B-R1
  • Quantized from TCMLLM/Lingdan-8B-R1

Memory Requirements

PrecisionWeights in memory
As published73.4 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About Lingdan-8B-R1-GGUF

Can I use Lingdan-8B-R1-GGUF commercially?

Yes. Lingdan-8B-R1-GGUF is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.