mradermacher/Gemma3-Python-22k-1B-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/Gemma3-Python-22k-1B-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-13 03:29:01 +08:00
commit ad69c0cced
27 changed files with 228 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
Gemma3-Python-22k-1B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Gemma3-Python-22k-1B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Gemma3-Python-22k-1B.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:dbbab0bcd458702a16b288ec2fb3df5ce4b925e69672748d1bf29cc0581472f0
size 813356224

3
Gemma3-Python-22k-1B.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0d784f0add20818c0d8707b47641beecc57bf852fe7b7e904ee30c4c72fab527
size 809063872

3
Gemma3-Python-22k-1B.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5a3294e90a0a1afb0b73812d7e61fefed05135ef9c37dfdea2cf4d41289b64f1
size 839654080

3
Gemma3-Python-22k-1B.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:91dc0e5cfe43286d7a858979ac04c6041f38a01bc9df88d0f41ec30c7e6359a1
size 833930944

3
Gemma3-Python-22k-1B.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d4a2e9470bb8a6337aab085545822224e63d7e0b17d2b967b4386a93c6a1caf3
size 827191744

3
Gemma3-Python-22k-1B.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c4fd79e54a9c2f2f81760e4a961b479c0d096b948895bd81d6eafc75c4e486f0
size 820510144

3
Gemma3-Python-22k-1B.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b40b014f5423a66d347b0e181e8ece6f44e08cc461e3349520395e5c0f283fc5
size 866931136

3
Gemma3-Python-22k-1B.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8c35470fe9adb01dbd4ae3eb5ae784e2f5b0fa7ac863d64c8faa2b3aa4b023b6
size 859685056

3
Gemma3-Python-22k-1B.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f1e6488d03e6407cd84094245359b1135ba1881df1c6abb3824e4c66fb8543a3
size 859685056

3
Gemma3-Python-22k-1B.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e7696f6980519ba661abfd9ecaa849047adbb69287c23c0c3cdba5c50943bcc5
size 849980608

3
Gemma3-Python-22k-1B.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:49acdfcde85d70c40fe9d60c671086ad4831f705f59f50c58f2f465c9584c358
size 891733696

3
Gemma3-Python-22k-1B.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6ec1fbae96e37ee987f7f41949027a457c9bacedc90c3281cd79fb16d523eae2
size 884305600

3
Gemma3-Python-22k-1B.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aa95a624d9dca3c691aa1b633c9d8f5ccdbcffb157bfe931e94bb792eeb29367
size 859685056

3
Gemma3-Python-22k-1B.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:99024917710d01d2100fdabb106e00860f44c6d1cce9a81ac9346a6891557bed
size 841142464

3
Gemma3-Python-22k-1B.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2f4b05803988b484034a89a0d4d23e592b4067ce733bd30753f16592a324aad2
size 921446080

3
Gemma3-Python-22k-1B.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a93320ad50df410873f84bc550b5a470bb338b7a8fe5bc9233abed45a92b63f6
size 892286656

3
Gemma3-Python-22k-1B.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e1ba28caa65b8684df23d1131f91f9d93657365e7d833b28d88e8f2e041843e3
size 858726592

3
Gemma3-Python-22k-1B.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:426020a66d44563fa4c7c1128080d6f33ce053856dd366594748ad5691318f89
size 891788992

3
Gemma3-Python-22k-1B.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:28b3c6e21e5e9c8b3cb0c7f861a63a9720a81d97170241999b3acb9a24bd3192
size 952780480

3
Gemma3-Python-22k-1B.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0e11f5e72855703e00d5de73b053e22fb4bb8e918e2eefebb36684b870477472
size 1013677504

3
Gemma3-Python-22k-1B.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fbc91d4b825a3c280d2b621c6ac7ea8de0a7b7acdb2f93fa569ac04cb2cf3fbf
size 988612288

3
Gemma3-Python-22k-1B.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:612321cb3603c128e15e18ee69f3135c0766b97771cf937323430fd888abba27
size 1077839296

3
Gemma3-Python-22k-1B.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:75479c7f0cc55662c93d96662218b679f4e9bab6eb2f1c4a996a6dae93a1468f
size 1062893248

3
Gemma3-Python-22k-1B.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7b8635bf1fd8c3b9479ff8468aff064e2cf097939eef168ac90cb85968ec610e
size 1332604096

3
Gemma3-Python-22k-1B.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:64e17e43b3fb201c9bd05736362b082c97264c1e3667a1095b88057b31b055ad
size 1452416

93
README.md Normal file
View File

@@ -0,0 +1,93 @@
---
base_model: theprint/Gemma3-Python-22k-1B
datasets:
- Vezora/Tested-22k-Python-Alpaca
language: en
library_name: transformers
license: mit
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- lora
- sft
- transformers
- trl
- unsloth
- fine-tuned
---
## 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/theprint/Gemma3-Python-22k-1B
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Gemma3-Python-22k-1B-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-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/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.9 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.9 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.9 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.0 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ3_S.gguf) | i1-IQ3_S | 1.0 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q2_K.gguf) | i1-Q2_K | 1.0 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ3_M.gguf) | i1-IQ3_M | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.0 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.1 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/Gemma3-Python-22k-1B-i1-GGUF/resolve/main/Gemma3-Python-22k-1B.i1-Q6_K.gguf) | i1-Q6_K | 1.4 | 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 -->