mradermacher/DeepBrainz-R1-0.6B-v2-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/DeepBrainz-R1-0.6B-v2-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-20 13:48:40 +08:00
commit e4abc764a9
27 changed files with 227 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
DeepBrainz-R1-0.6B-v2.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepBrainz-R1-0.6B-v2.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
DeepBrainz-R1-0.6B-v2.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ce26d1bb316ae233b602f85421d30e81190a624cd59d1eb871ce90a2bde11e1f
size 267098720

3
DeepBrainz-R1-0.6B-v2.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:84c21fdfe77a67201f82f2c5e5f1eee2ec8980dd114a341e382af6af3d44b0a7
size 259062368

3
DeepBrainz-R1-0.6B-v2.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f202ccaf442ad421a973072515db8ad5a83b39341a483a146891af24016ade1e
size 331757152

3
DeepBrainz-R1-0.6B-v2.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2c36d23178fba56489e2488ce3bc530be1784041f0044f7f10f99f8e8e2f6a40
size 321042016

3
DeepBrainz-R1-0.6B-v2.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2560ad1007382acaeb176a2a0902e4586e32c080be9b9e43f060a9b8ca201970
size 293042784

3
DeepBrainz-R1-0.6B-v2.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3e13b402d7f4026d2ed32116e69658b5f6239d2e5758f9222e2ac01d826f6d56
size 280492640

3
DeepBrainz-R1-0.6B-v2.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3139eadebfc550679c881c8d51c5d90c0c8921af3ae7305a4e6d9a0c9b37fbe9
size 402874976

3
DeepBrainz-R1-0.6B-v2.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:938c4b9a9814bd3f47d416eb0c9b3b8efe42479d7eb35610b5c098986d950baf
size 389923424

3
DeepBrainz-R1-0.6B-v2.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9ce6bf66c999344f97ccd40ae280d86971c689bfa76cfbdaaa190c248ecd967e
size 379601504

3
DeepBrainz-R1-0.6B-v2.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1a79bd27fd674b6a6d14438c36d25ea98fbe8d360389b56354b9bed14d2bf3d3
size 345863776

3
DeepBrainz-R1-0.6B-v2.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:13e781f8be269ac4c9d317bc04bf02a27e866232c059156e6ba74b10097651c4
size 469077600

3
DeepBrainz-R1-0.6B-v2.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f6d47dbd6e41cfbb34e4b60008d82016f9e280bccc54990e2a3f0dcc62e8302f
size 450453088

3
DeepBrainz-R1-0.6B-v2.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1d88b8e2b3bd71ba5c7b3801c8d239e0536d29530bb2df0e4f58105ef2126c52
size 347285088

3
DeepBrainz-R1-0.6B-v2.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:83ae2f7f4a025fe3b3313f2889bc2a5a93c13ddd3e2a56fe291432fc5e4aede1
size 331605600

3
DeepBrainz-R1-0.6B-v2.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bcb6984252d116676832bf8b0104f92888f195f2c91c521b5d52f63cfe1da57a
size 435339872

3
DeepBrainz-R1-0.6B-v2.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ac4a6d3b639d4afa7e8e248eb2c9814e0dcf246a590f159a8360cc7db0114714
size 413975136

3
DeepBrainz-R1-0.6B-v2.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4339492da3d373931f941ce7404d6e68a2688b3780690d2330f7da7bd0354cca
size 389923424

3
DeepBrainz-R1-0.6B-v2.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7319537dd5ca659d71057591cbb10b718b043af7c2d7ebfbc4dbfbc2076d285c
size 469667424

3
DeepBrainz-R1-0.6B-v2.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:01e50f8657acc7b6e234f0d68da0d341d7ba8f1a1374e72ffb07bf81e2f1aae7
size 506326624

3
DeepBrainz-R1-0.6B-v2.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:023f993cef96b5114cd2c91d6ed6a03ff0cb57b72b4d379ab94469990ea7e6e2
size 484216416

3
DeepBrainz-R1-0.6B-v2.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:056380592a2f127f0f392849fd4f8b869cbe52d62b26ec9a1cb27ee0859fc9ca
size 470781536

3
DeepBrainz-R1-0.6B-v2.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aba47e6aa6b826a0c608773355ae28512d7cbe4b53bf43a48ce4cb9b75551390
size 551374432

3
DeepBrainz-R1-0.6B-v2.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a4478c0061e319c01efdb2fe0c657a67a0a6dc23f1da3f0efb0d25c368074de1
size 543575648

3
DeepBrainz-R1-0.6B-v2.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:09fea7d0968dd6ae8f219822db2c19d10c968c8fc5bf030718d49c8323f2778f
size 622729824

3
DeepBrainz-R1-0.6B-v2.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4d9ab89ed02b5f6402aec162a058882f25a0ae6146e4126f65030665508cd2d4
size 1177056

92
README.md Normal file
View File

@@ -0,0 +1,92 @@
---
base_model: DeepBrainz/DeepBrainz-R1-0.6B-v2
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- deepbrainz
- reasoning
- mathematics
- code
- enterprise
- 0.6b
---
## 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/DeepBrainz/DeepBrainz-R1-0.6B-v2
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DeepBrainz-R1-0.6B-v2-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-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/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ1_S.gguf) | i1-IQ1_S | 0.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ1_M.gguf) | i1-IQ1_M | 0.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ3_S.gguf) | i1-IQ3_S | 0.5 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.5 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ3_M.gguf) | i1-IQ3_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.5 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.6 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q4_0.gguf) | i1-Q4_0 | 0.6 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.6 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q4_1.gguf) | i1-Q4_1 | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/DeepBrainz-R1-0.6B-v2-i1-GGUF/resolve/main/DeepBrainz-R1-0.6B-v2.i1-Q6_K.gguf) | i1-Q6_K | 0.7 | 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 -->