mradermacher/ContextualKunoichi_KTO-7B-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/ContextualKunoichi_KTO-7B-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-10-21 06:36:16 +08:00
commit 9c394b32f6
27 changed files with 213 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -0,0 +1,60 @@
*.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
ContextualKunoichi_KTO-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text
ContextualKunoichi_KTO-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
ContextualKunoichi_KTO-7B.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e6ebff2bad03a9a549dfaeffac542cbfe5a9cc2c9397e705b57dcc25e32bcb61
size 1754447712

3
ContextualKunoichi_KTO-7B.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0e9206405b378ca54a60bfac6585f4760645c161cfd48290880ee6d5f3a9108b
size 1612103520

3
ContextualKunoichi_KTO-7B.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:41a73ba0199ddb34dff5c646377aad4a4c13f9bb12e07cc62e430b4ff5216a57
size 2500714336

3
ContextualKunoichi_KTO-7B.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7c334bd519ab3307dbd8993ce68fc0e3aa7bdf9029dccb122822fcbd716514fd
size 2310922080

3
ContextualKunoichi_KTO-7B.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:34a14722dd7ac594e7044877a269ed89b2bce2c3ac020862a60e6a0454c25482
size 2198257504

3
ContextualKunoichi_KTO-7B.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e9e11eb6f2c152ce6c879e61c3e7caa78c760cf3e231a3b73d3654109edb202d
size 1991688032

3
ContextualKunoichi_KTO-7B.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a16b72e7ff18ec62ce6d3d65133ea2177bccdb542177ef7d13925a8cf7fcfea8
size 3284893536

3
ContextualKunoichi_KTO-7B.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4498a147e6a431e1ba0a6c0c9f41641a4902208f95897522f5c372d1f6ac5a06
size 3182395232

3
ContextualKunoichi_KTO-7B.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:33ff0c9114c84104f7cedc86373a22eb4cfa2b7d841e365fa2449a32ec5b160a
size 3018817376

3
ContextualKunoichi_KTO-7B.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:21d3e5bcfc5a6c98b8c3eff78b3b4eadc3d6b8b72ddf45714a0a1202e5040913
size 2827345760

3
ContextualKunoichi_KTO-7B.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9685fa690a15248247e1750f2b275cad3e139e3a937faedaa7e966a96d21d1cb
size 3907690336

3
ContextualKunoichi_KTO-7B.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:772f47f3a7ed9164eedda1218e9c9e09f6f233754a542260e1115609ad58a32a
size 2719244128

3
ContextualKunoichi_KTO-7B.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:17b01a7e919126bb4a5a6279de2b5219b2a0e22eda7b27893151608d83b405ea
size 3822026592

3
ContextualKunoichi_KTO-7B.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1dce2d3ffd225b10a2e66c82c4e3270ff4502f8fe8f29200a4c63d5dcf0e3771
size 3518988128

3
ContextualKunoichi_KTO-7B.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3aee89c1b9fee017955df8d19467eeee75df3cb131c5721e4c4976c485a057d5
size 3164569440

3
ContextualKunoichi_KTO-7B.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4f9f4cd39449aab0a8cf8c390d32d48c6d2ffe8607e39586d054a8bc92d33a53
size 4123598688

3
ContextualKunoichi_KTO-7B.i1-Q4_0_4_4.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4736b6b11bdbc1269751e5d00faad2faa3886d7240b99625127f805f14646f4a
size 4108918624

3
ContextualKunoichi_KTO-7B.i1-Q4_0_4_8.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5291158d2b16d32f0a48c633733ccad68b380b2c4d4b31ee47db1dccc1c09c0b
size 4108918624

3
ContextualKunoichi_KTO-7B.i1-Q4_0_8_8.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8d3668b5da4635546084cc97929ca37e611eb16c076f8dff43acaebdeeb9205a
size 4108918624

3
ContextualKunoichi_KTO-7B.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:65e0d6b03c09e561749ce7e497e0e56e43ad221bbeae56ff140744a05638f341
size 4368441184

3
ContextualKunoichi_KTO-7B.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:34ce01809b4018924077df2730379e6f665e654bc492a8dd485367aeb9c34a3a
size 4140375904

3
ContextualKunoichi_KTO-7B.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fcca6487fe7c2aa8b00847e7338c3b80a8322936c0e1c1ee6a09588e788fd689
size 5131411296

3
ContextualKunoichi_KTO-7B.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c8a1de91ca24abfc279356d9f838a93d940b5d7327f07b35476c06f1e2e493d3
size 4997717856

3
ContextualKunoichi_KTO-7B.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:07043117e1ee5603bf6e3376dfd99e265d7bae5f4be36efe8f9b43a32e8d5cd9
size 5942067040

78
README.md Normal file
View File

@@ -0,0 +1,78 @@
---
base_model: Elfrino/ContextualKunoichi_KTO-7B
language:
- en
library_name: transformers
quantized_by: mradermacher
tags:
- mergekit
- merge
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/Elfrino/ContextualKunoichi_KTO-7B
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-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/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 4.2 | fast on arm, low quality |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 4.2 | fast on arm+i8mm, low quality |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 4.2 | fast on arm+sve, low quality |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | |
| [GGUF](https://huggingface.co/mradermacher/ContextualKunoichi_KTO-7B-i1-GGUF/resolve/main/ContextualKunoichi_KTO-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | 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 sha256:36a6a48e63fce18c275020617d79795e2a9cd4f323decf4f4f36f8e9ab902628
size 4988157