mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-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/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-23 10:32:04 +08:00
commit 23ae8983f0
27 changed files with 219 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
Qwen2.5-0.5B-Instruct-NSFW-U.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d2d2a80a0f50d75a6df21e7e0d473ba21cc85641e011ede9b3cf408ad1cfb77e
size 317974656

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7f5bf6311b0fea8f2af41033fdf20ff5f11d659b26c64923bf8363cc52b768b7
size 315829632

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:85c88e2268459feea89eaa4842d6ab68b05e40b524d49b63e1f2a91e7d38849e
size 328597632

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:eabdbdaa1209c373633f7e1d3a7376fb569047e8bfac726f787ea54d2054dff3
size 325737600

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:440a92511f484c4c520e5d1f1197cc7120d5ff771d7a492f99404027e8cef811
size 324409728

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0f66ae059c5623233330c9042939ab685c684298654996d36af593cc2ecd62b8
size 321549696

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3b48caf24852abe3e1b48c9dd2528374bdcb219461d6162306b57eee1bad45fe
size 342752640

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e6446714476f4c0f64624a812d61aa177c7fbcb09b3bb15e805aa6893d276bba
size 338607744

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9dd91b0f7a0d0b8dc2cc51252a7ef8bef0a9d32d58628633d5f7af9dca172200
size 338607744

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3162b1eaea34261c61532fe29af7afc537ecab28d4fd2dfe7c220205b3852a1a
size 333704832

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b1c6a08300525bf367d3da4fc9b2602127a4877260599b5181aa4a0d37561ace
size 352671360

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d316ec7ec9e95a156a473bec11fb487b8f4a8df27d5a2159f685f458a5ac6afd
size 349402752

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:be135bd52fe8be99586af7c69fa2a346f8dc10f0ddbc350582102a2098a6ce4a
size 338607744

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b844638bfe1ace5549e3e09567599d361ada3ccb43dc61822c66e85fabd8acd9
size 331049088

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bf5bdb9e41bac4e2b58d44344f692c5cb78242c6169710bd9891548433a282c8
size 369358464

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0fd7f9636ac6a9cc3757cf32eee84b85c41850ba9f0d88f9beaf0bd0b09e5c6a
size 355466880

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cabde7ecad9dde207f5eb91508ddbe9c91a8d71baf9cc97ea3af9fa2213f7b85
size 338263680

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5e3fd4e90a33b08c19596280b5ce6e56fb9a1a8d5377dd3db3b1c59183da1acf
size 352972416

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8f4e5295522f8464c43341d513f7f2172780de94ad0e2e74fd5f0a0c53b92224
size 374519424

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8a88b2a07559875f2d5045fa2a3957b435faaaf5e9785d7cd0a6bd4530134457
size 397808256

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0dcd8282954d96c470fabed85f7d245ec7e3f738c71abf596c6fe5e4f0a80138
size 385472128

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3949cfaa452858268da780dfbaa8ea5a66746f29888536f5978f2591620c15ef
size 420086400

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:18bacb22ee068e41baa67303afad83187ad41d77069747b4ee94e1c48c483454
size 412710528

3
Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c8da579bdfa4b622acea32244f48eb8516d23bcb46b3fc40e84ba37a7ac8b824
size 505736832

3
Qwen2.5-0.5B-Instruct-NSFW-U.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:421854f2ff6fd1a6f0745af3df7ac506affc04390513f55e10cf8247f40f6b7f
size 1008928

84
README.md Normal file
View File

@@ -0,0 +1,84 @@
---
base_model: lipilipic/Qwen2.5-0.5B-Instruct-NSFW-U
language:
- en
library_name: transformers
mradermacher:
readme_rev: 1
quantized_by: mradermacher
---
## 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/lipilipic/Qwen2.5-0.5B-Instruct-NSFW-U
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-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/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ1_S.gguf) | i1-IQ1_S | 0.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ1_M.gguf) | i1-IQ1_M | 0.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.4 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_S.gguf) | i1-IQ3_S | 0.4 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ3_M.gguf) | i1-IQ3_M | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.5 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_0.gguf) | i1-Q4_0 | 0.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.5 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_1.gguf) | i1-Q4_1 | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.5 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-NSFW-U-i1-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-NSFW-U.i1-Q6_K.gguf) | i1-Q6_K | 0.6 | 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 -->