mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-17 17:44:06 +08:00
commit fb753eecd1
26 changed files with 207 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

59
.gitattributes vendored Normal file
View File

@@ -0,0 +1,59 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text
imatrix.dat filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

76
README.md Normal file
View File

@@ -0,0 +1,76 @@
---
base_model: karakuri-ai/karakuri-lm-32b-thinking-2501-exp
language:
- en
- ja
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/karakuri-ai/karakuri-lm-32b-thinking-2501-exp
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-GGUF
## Usage
If you are unsure how to use GGUF files, refer to one of [TheBloke's
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) 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](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ1_S.gguf) | i1-IQ1_S | 7.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ1_M.gguf) | i1-IQ1_M | 8.0 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ2_S.gguf) | i1-IQ2_S | 10.5 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ2_M.gguf) | i1-IQ2_M | 11.4 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q2_K.gguf) | i1-Q2_K | 12.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 12.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ3_XS.gguf) | i1-IQ3_XS | 13.8 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.5 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ3_S.gguf) | i1-IQ3_S | 14.5 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ3_M.gguf) | i1-IQ3_M | 14.9 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.0 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.3 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-IQ4_XS.gguf) | i1-IQ4_XS | 17.8 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q4_0.gguf) | i1-Q4_0 | 18.8 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q4_K_S.gguf) | i1-Q4_K_S | 18.9 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q4_K_M.gguf) | i1-Q4_K_M | 20.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q4_1.gguf) | i1-Q4_1 | 20.7 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q5_K_S.gguf) | i1-Q5_K_S | 22.7 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q5_K_M.gguf) | i1-Q5_K_M | 23.4 | |
| [GGUF](https://huggingface.co/mradermacher/karakuri-lm-32b-thinking-2501-exp-i1-GGUF/resolve/main/karakuri-lm-32b-thinking-2501-exp.i1-Q6_K.gguf) | i1-Q6_K | 27.0 | practically like static Q6_K |
Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.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](https://www.nethype.de/), for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/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.
<!-- end -->

3
imatrix.dat Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9d53d744ced1504c154aa1ba342950701927b0b0fd65c2913519a1d3a43c2e52
size 14957085

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:22b5dca7a5bded17f2ace3147ee13ef0f2b234d858273444102bae05ae456236
size 7932163424

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:21ec769d4df62c17262f79a19d4e29b7bec411a488df9ffbcc9b52ec17b21e47
size 7274509664

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0dd0c25aca362021766c8904a46961f06a3fe75aa76097301c76407b397840ab
size 11264443744

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5c32f3df498a8b2a0bf9d79de22a5ef064a82193bf6500922df8c4aea7c554f0
size 10387572064

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6a357bc7de10d88787296411bb82cd99c38866cf9564045c4330aeb7f12ab7e3
size 9957553504

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:64cec61813901b449ef2db1331b2e8736a88ad318874f95bf45d55e7f176aed6
size 9028253024

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c59a8ddea2dcc4d07a76c8273e2e7b5299877275f4109b8a9859d1c4f822da89
size 14810125664

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b86c03841b26b644729219b00b7d9e14086283cd0a15827e21944dbfc218dc10
size 14436898144

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1b9c61ea31ca16d3792f9c034fcf72a82787456d290ae2d8dfe710b8d19d60f6
size 13705516384

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bbb1214fe239fa1e101f496c9401e668d7bd561073cbec912080554792c484e7
size 12839273824

3
karakuri-lm-32b-thinking-2501-exp.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ed4d79c2f8a0838e7b594f6a8bdc1d8dfbffc7f56edd6b46007ec355a0c9a93d
size 17693156704

3
karakuri-lm-32b-thinking-2501-exp.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e7c8079a5926cfe510e26d7f42ebd93283f8c121d57a7676ac129608254f986e
size 12313101664

3
karakuri-lm-32b-thinking-2501-exp.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5d53bfbfdd27d48372bf9cc5c43acf93f066ff02b35f513cdb030305167c9aec
size 11488003424

3
karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6cb4802605222e5accb5cfd139b14a38a71daa36b1b25555f46ed3a97730ca12
size 17247081824

3
karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e838999760125598e4154e3cc76df028abd8c53811292aa4f4f796e91d058802
size 15935051104

3
karakuri-lm-32b-thinking-2501-exp.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:724e2a2e80eea988c9bf7842b713d46e8c1887cd05eedf88adcb8654277ecde5
size 14392333664

3
karakuri-lm-32b-thinking-2501-exp.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:087660e9f690317e691f0240d7720ed9f1cb54659cd5751873cf2fab69cc2ca8
size 18711012704

3
karakuri-lm-32b-thinking-2501-exp.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9997bca868b7d2505385fee83f8442d5c842fa037d0452c887c377bfe88c32d7
size 20639245664

3
karakuri-lm-32b-thinking-2501-exp.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e61ef164c2f004cefcfd09e079848397b9dd428a935f8881caddfd9d6aad67cc
size 19851339104

3
karakuri-lm-32b-thinking-2501-exp.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:00a54eef45eed93b997d3ddbe318d54d810506c77272c6b02b35b04ccab38f5b
size 18784413024

3
karakuri-lm-32b-thinking-2501-exp.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c103d0b5367a5cbf727e694f84976d88945fe94379d8716cfc0b3881490110da
size 23262160224

3
karakuri-lm-32b-thinking-2501-exp.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a669b00762e27bb28af9c87553acfb975ae847977c8cf399b917e95a48070014
size 22638257504

3
karakuri-lm-32b-thinking-2501-exp.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:52a4364033410b2c4b1eca61c3f241a3fbe678d6563fdc331cad2454819dde00
size 26886157664