mradermacher/Codestral-21B-Pruned-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/Codestral-21B-Pruned-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-07-09 04:30:11 +08:00
commit 9a9526fd37
24 changed files with 251 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

57
.gitattributes vendored Normal file
View File

@@ -0,0 +1,57 @@
*.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
Codestral-21B-Pruned.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Codestral-21B-Pruned.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text

3
Codestral-21B-Pruned.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8a5ccb629c9b617e86c292e6290556a89c5f7a481b6fef4180034d85c6fa8f5c
size 5078097632

3
Codestral-21B-Pruned.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2e3c2404e6dab808fda55bfd5b150971764233c9c10a4980fc40b661da560e48
size 4654309088

3
Codestral-21B-Pruned.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ca6780937de6a3a316bc1886f2587308f8074bb8fc55bba0d24f6504c7009ee7
size 7346659040

3
Codestral-21B-Pruned.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c3391654c8b25563ff55e196f10f54aee4aa2e7b91c2a706c04ef0a2385e6aaf
size 6781607648

3
Codestral-21B-Pruned.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b3f92f74c4c6e3cdf144e45feb21c6c4ed4990a0364cec9668c195700b24032f
size 6413164256

3
Codestral-21B-Pruned.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7f18fcea7a118ea9427799d4a3f3e6cab9e3a91ce897ea34dd31da0bfbf28181
size 5784411872

3
Codestral-21B-Pruned.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:34bdccf8c545485506109549dab250d52566eaef714972deefb78a911a4e2e2d
size 9702022880

3
Codestral-21B-Pruned.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:add020fe69f0363dbe9f0e4f4d8ecc749944501952c64af9cfab03adf7e6f1d6
size 9351077600

3
Codestral-21B-Pruned.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3d4945ddf020157aca3a2be7dfaee275d892acf2802763253ec09f6ee0d9b7e5
size 8852676320

3
Codestral-21B-Pruned.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8891effba37b2a49ce805b7baedafde4e6b92cfd26c95122e510b95db07d024c
size 8299814624

3
Codestral-21B-Pruned.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a41c24649d906238bc43dca1e043bba2bf021eca29862ca82d30d87cb7c0a620
size 11518779104

3
Codestral-21B-Pruned.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:061964c08b869b3a67e0bdb34e613d41377f090a40a654bf29b310ddaa6dc9cd
size 7984946912

3
Codestral-21B-Pruned.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:124ccd7e72fd4a97f97cbaa64c94565948b9680c4597ddf5972047d1442f0d92
size 11320499936

3
Codestral-21B-Pruned.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ea5240b2728bb12bfffcd7e1c6490d0e3a605a7ef8bf2e7c1089b5ef30c60a2d
size 10383072992

3
Codestral-21B-Pruned.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:41940e6109502dfc3376cb5c652cf7697f00b16619249fbb12ab693f32a01175
size 9305956064

3
Codestral-21B-Pruned.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:320f8765f1e83aa9d20cdc3a366af5c898bb67c4689c222fcfdfd17ac89cb1bc
size 12167978720

3
Codestral-21B-Pruned.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0ebffe7111a94870bd4df87536ead94ee0d3e100ebc5489f170e7d2d9f3171d6
size 12847161056

3
Codestral-21B-Pruned.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:96c3bbcd767bf6f3e99c83836247cd4796bb551a30fb16918cf4a7ba015e2a29
size 12208873184

3
Codestral-21B-Pruned.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3a3ce71b03791c15b9cdc94c87a9509be4c7d013d0b11cbc23acfe255cf61e25
size 15157698272

3
Codestral-21B-Pruned.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8f286e28a580eb6527c8f9184c4b8239d46927b6814b14f2765f99bbe505d02c
size 14788370144

3
Codestral-21B-Pruned.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:953a82c9a54f34d76cbf9f588bc63616edae782dab68f527173a4613f03c165d
size 17612644064

128
README.md Normal file
View File

@@ -0,0 +1,128 @@
---
base_model: TroyDoesAI/Codestral-21B-Pruned
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- rag
- context obedient
- TroyDoesAI
- Mermaid
- Flow
- Diagram
- Sequence
- Map
- Context
- Accurate
- Summarization
- Story
- Code
- Coder
- Architecture
- Retrieval
- Augmented
- Generation
- AI
- LLM
- Mistral
- LLama
- Large Language Model
- Retrieval Augmented Generation
- Troy Andrew Schultz
- LookingForWork
- OpenForHire
- IdoCoolStuff
- Knowledge Graph
- Knowledge
- Graph
- Accelerator
- Enthusiast
- Chatbot
- Personal Assistant
- Copilot
- lol
- tags
- Pruned
- efficient
- smaller
- small
- local
- open
- source
- open source
- quant
- quantize
- ablated
- Ablation
- 'uncensored '
- unaligned
- 'bad '
- alignment
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/TroyDoesAI/Codestral-21B-Pruned
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/Codestral-21B-Pruned-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/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ1_S.gguf) | i1-IQ1_S | 4.8 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ1_M.gguf) | i1-IQ1_M | 5.2 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.9 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.5 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_S.gguf) | i1-IQ2_S | 6.9 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_M.gguf) | i1-IQ2_M | 7.4 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q2_K.gguf) | i1-Q2_K | 8.1 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 8.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_XS.gguf) | i1-IQ3_XS | 9.0 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q3_K_S.gguf) | i1-Q3_K_S | 9.4 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_S.gguf) | i1-IQ3_S | 9.5 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_M.gguf) | i1-IQ3_M | 9.8 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q3_K_M.gguf) | i1-Q3_K_M | 10.5 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q3_K_L.gguf) | i1-Q3_K_L | 11.4 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ4_XS.gguf) | i1-IQ4_XS | 11.6 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q4_0.gguf) | i1-Q4_0 | 12.3 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q4_K_S.gguf) | i1-Q4_K_S | 12.3 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q4_K_M.gguf) | i1-Q4_K_M | 12.9 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q5_K_S.gguf) | i1-Q5_K_S | 14.9 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q5_K_M.gguf) | i1-Q5_K_M | 15.3 | |
| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q6_K.gguf) | i1-Q6_K | 17.7 | 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:a6445e9a1803427770af2a738e284fc60cb3843f0a69f399a6b68200b9ff7fc3
size 11514101