mradermacher/Qwen2.5-VL-3B-Instruct-heretic-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/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-25 20:34:17 +08:00
commit 8e6770ed26
27 changed files with 229 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
Qwen2.5-VL-3B-Instruct-heretic.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-VL-3B-Instruct-heretic.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2c64be334c5e3539499a5ee841c1079f50555b1c1c28ca3a11450d13d8c72047
size 850026912

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6ead6ee98381d7ad2ae6cd32c01290a94fe92fead53e1907416595f1306e5ca3
size 791093664

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a9f004f542a32b21ebfc20f02a427d72abd40388a3742d401e2e5ecf47aebba5
size 1140515232

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b11c9fe123007ade79d41b06d100490057ca40c6bd294d57690c4be5c1ae4a7b
size 1061937568

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2aa433bf8d94c2d10ce3c082a506ee361b83b3df8a7a9e8e117711e2de061047
size 1031545248

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:989e527200cd37836af81aa5cfeb1f7a4afad764d3e6d6b07f7cf0caf2dfccc3
size 948248992

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:888f58929c728195ed72d7a0bcf4eae23105e4e81b1cbba5bac39e8f7d44ab7e
size 1488894368

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9ca322d2b527c6d220d42230f9b4f98be31d6a95b772d83b84e8f6b96aa85072
size 1456863648

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:18f886bbaaf1b2babcb1b6f1588a37c3ad5b565c33ac145a8161bc6002424652
size 1391835552

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0eda6c837daebf5ccd1d72ff4c712a3754f2a058bc3ea8c9ccc2d481d73aafe3
size 1282826656

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3c2bd6b4b5360916633703a980ac06d23295d9785d6c7d3e12bdc9db2a37a7e5
size 1825208736

3
Qwen2.5-VL-3B-Instruct-heretic.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e9f1453d3bed31b82f2f39f1b17cfddb817fc9859d1e92bd378c23b11087ad46
size 1739094432

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f75115a1b50dd36c308ddf757c5d06505e1f926a9e38377a2b4286d7c0699ee4
size 1274755488

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c05d8b4b3b936a252d5bef01dece20d1f9cf58e45241fae45f7915647d5d171d
size 1198127520

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8f4188c9255682334b6a920be507ab3be1aee076b2d2b5f1181f5c50b7ba2473
size 1707391392

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:df255de4c978fabc1c2f1acdeab366a8bcf811dfb3ef49ac47846405f048e698
size 1590475168

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d8c844f5a569eb07fa629a19cc6fbb66bba975491139da1bc0da59fd09ec1eb1
size 1454356896

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:062ea1c31d594512282cc535072a1b42dd6f8a84a6d43e3c573bad09c60e3f4b
size 1828485536

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a0b98217e2bd54ba49af6ae0601675960d20e1644020e47c043135c018c0a939
size 1996257696

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bf1d8a5379b7be28a987d92f9e1060a56aef2f6b26bbf52f07cda36f23e2c167
size 1929902496

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8aaa25e03bc79eaed7718bc73099072bd0db6084bad35f89aab3fc42bf6a4256
size 1834383776

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9db54bee10db033f210cf06b258e959098ef3433d9a8fdc95c6277b28fcb63e1
size 2224814496

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:053380cbfb4e1af67a3c8c5a286cefac3c8f92f847d5d71b3ac14a0ae84d402a
size 2169665952

3
Qwen2.5-VL-3B-Instruct-heretic.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8aacc979d39aa60335e01c0f216a911cf689e9acac39ece0d1431761b4c36cf0
size 2538158496

3
Qwen2.5-VL-3B-Instruct-heretic.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4dcb3fdf3ce7be36b646f26a9349eaf6a1ef04f94cc139e90a25a3953902b3da
size 3393408

94
README.md Normal file
View File

@@ -0,0 +1,94 @@
---
base_model: coder3101/Qwen2.5-VL-3B-Instruct-heretic
language:
- en
library_name: transformers
license_link: https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE
license_name: qwen-research
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- multimodal
- heretic
- uncensored
- decensored
- abliterated
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
weighted/imatrix quants of https://huggingface.co/coder3101/Qwen2.5-VL-3B-Instruct-heretic
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-GGUF
**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-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/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ1_S.gguf) | i1-IQ1_S | 0.9 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_S.gguf) | i1-IQ2_S | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ2_M.gguf) | i1-IQ2_M | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.3 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q2_K.gguf) | i1-Q2_K | 1.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ3_M.gguf) | i1-IQ3_M | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.7 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.8 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.9 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_0.gguf) | i1-Q4_0 | 1.9 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.9 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q4_1.gguf) | i1-Q4_1 | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-VL-3B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2.5-VL-3B-Instruct-heretic.i1-Q6_K.gguf) | i1-Q6_K | 2.6 | 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 -->