mradermacher/Cogito-R1-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/Cogito-R1-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-03 04:00:33 +08:00
commit 5de2f0e8e4
26 changed files with 223 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

59
.gitattributes vendored Normal file
View File

@@ -0,0 +1,59 @@
*.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
Cogito-R1.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Cogito-R1.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

3
Cogito-R1.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:424228387102c12e8e0f4a63e86613894212d92a2a1828a678afe9001683f32f
size 7932162688

3
Cogito-R1.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:20a0e5711da6e69a8fad5ffc82f2aa7b54dd05fe9d0a75bcceef0aed5479bb4f
size 7274508928

3
Cogito-R1.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:82b01b80f1f98454f0de265fb109aafc41840a5932727dea9861235a9c97e25d
size 11264443008

3
Cogito-R1.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a68d5d619bfef6ad1a78d6ccafc2e770f27c07efb007b2060fec776800a7a6db
size 10387571328

3
Cogito-R1.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c4fbbfb6f72b4075de328b4a52c3ec212b739f02b0ff1b85be47769b80902d52
size 9957552768

3
Cogito-R1.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ad58d05b262e1d0c5d5f222145617d9539a7125b122f9718854ea0a44f613f5b
size 9028252288

3
Cogito-R1.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bee9df0090b09f42b13ded3132a3b76e10eb43aebbfb828735be4e9af6c843cb
size 14810124928

3
Cogito-R1.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6970444ea7f5a7808662db4cb380e9305520c34be8ac70474cab8710b4e379f3
size 14436897408

3
Cogito-R1.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2aacda903d860901cff5a6d4e4a5077767707403cd72a90cf5033762fe21f36c
size 13705515648

3
Cogito-R1.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c134f0f46bd4cca9058d6031b2319e963063f663c03e4ebfebd3620e114348f6
size 12839273088

3
Cogito-R1.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e0131d231a564d009e51714db3f382468bbbda3ea9b2ed582415523ee9e70ae5
size 17693155968

3
Cogito-R1.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9d8ba67a939851b0d4d26bf2da6d7b2b272239003982fba4a67d7d0b35899a2a
size 12313100928

3
Cogito-R1.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f3f609fb4e674fce23e6b1ddec2334245d662178f34132d6e207f4307e2335b7
size 11488002688

3
Cogito-R1.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b3843557f12c2c595e61847be580da92038ac0f206ea2cbf3f36fe2167f3c1ac
size 17247081088

3
Cogito-R1.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9cb6ce4671c3d750bd0cacd388ba8a6bf5cdaf8142af032934de123bc3f2e7fd
size 15935050368

3
Cogito-R1.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d5df05fa719b7a742bb534de2271d1142d386ffd919906197264d4e5e7be53cb
size 14392332928

3
Cogito-R1.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a93f3c93c1c9e324cff63d4e1e54ad8cd927498a3e35460fc7a10be472f8695e
size 18711011968

3
Cogito-R1.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:95e6d45c384d9487ac76343c8a2069e8b466c85f038b557250b6fcbf1b5b07dd
size 20639244928

3
Cogito-R1.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:da395317d8817a0337a3a121b2e2ad7b11ca21ca0896412384303dae03ba5a66
size 19851338368

3
Cogito-R1.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e40cf3f8b21bf52a817e6e29852ddd332b3606aea47eae9df0328e0364fce81c
size 18784412288

3
Cogito-R1.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:997a735b41c5defb7b62af296fec7ac3e7ff1988e1f527afafb4016ad3455821
size 23262159488

3
Cogito-R1.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2fbf5c74ef3a135efb989c2de97c532204c58f8a2ee9a588c35aeb52c20118a1
size 22638256768

3
Cogito-R1.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c5f7e16e27f6d7fc06144f69490589b7bd8f0d17efb7954ee3210a1d843eaf9d
size 26886156928

92
README.md Normal file
View File

@@ -0,0 +1,92 @@
---
base_model: Daemontatox/Cogito-R1
datasets:
- PrimeIntellect/NuminaMath-QwQ-CoT-5M
- AI-MO/NuminaMath-CoT
- simplescaling/s1K
- cognitivecomputations/dolphin-r1
- openai/gsm8k
- bespokelabs/Bespoke-Stratos-17k
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- text-generation-inference
- transformers
- unsloth
- qwen2
- trl
- reasoning
- Chain-of-Thought
- Reinforcement Learning
- GRPO
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/Daemontatox/Cogito-R1
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/Cogito-R1-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/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ1_S.gguf) | i1-IQ1_S | 7.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ1_M.gguf) | i1-IQ1_M | 8.0 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ2_S.gguf) | i1-IQ2_S | 10.5 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ2_M.gguf) | i1-IQ2_M | 11.4 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q2_K.gguf) | i1-Q2_K | 12.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 12.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ3_XS.gguf) | i1-IQ3_XS | 13.8 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.5 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ3_S.gguf) | i1-IQ3_S | 14.5 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ3_M.gguf) | i1-IQ3_M | 14.9 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.0 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.3 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-IQ4_XS.gguf) | i1-IQ4_XS | 17.8 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q4_0.gguf) | i1-Q4_0 | 18.8 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q4_K_S.gguf) | i1-Q4_K_S | 18.9 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q4_K_M.gguf) | i1-Q4_K_M | 20.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q4_1.gguf) | i1-Q4_1 | 20.7 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q5_K_S.gguf) | i1-Q5_K_S | 22.7 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q5_K_M.gguf) | i1-Q5_K_M | 23.4 | |
| [GGUF](https://huggingface.co/mradermacher/Cogito-R1-i1-GGUF/resolve/main/Cogito-R1.i1-Q6_K.gguf) | i1-Q6_K | 27.0 | 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:fc74a326d0ea74f4cc1301dfe7465178fc18f1d705dfddfb930704b26bd0c016
size 14957085