mradermacher/OpenMath-Nemotron-1.5B-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/OpenMath-Nemotron-1.5B-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-06 23:44:17 +08:00
commit 493603af6f
27 changed files with 221 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
imatrix.dat filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
OpenMath-Nemotron-1.5B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
OpenMath-Nemotron-1.5B.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:410540348e7b16f00b1513cbbd54bd3b98b425f2f64fb5be0145f0dfa28e3947
size 464460192

3
OpenMath-Nemotron-1.5B.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ae7149a21f33e5a1856a07ef3b398cfd34d5bb052b86902eeedf07041e9443b4
size 436526496

3
OpenMath-Nemotron-1.5B.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4802049531800c1b3949a303a19b720ec4559cc089afe80e3c04595c869d5df4
size 601053600

3
OpenMath-Nemotron-1.5B.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b9c934b74055fc12531206991205175beec23fb202138ec642ce08e2c0eee3d1
size 563808672

3
OpenMath-Nemotron-1.5B.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d98e2e10017dbf3438cddda2caee8fb31fa707b48499b130eacd90164f340197
size 550325664

3
OpenMath-Nemotron-1.5B.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7baecaf9bd93ff79acfec75dcab6d46e03f3dd8c002f78a978dc7b5fd435ff84
size 511016352

3
OpenMath-Nemotron-1.5B.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:db3a5c8a264b4883efc8ace724de89a81a534b7f32cbe2e158a39181d494abd6
size 776662944

3
OpenMath-Nemotron-1.5B.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1d23545adc578dc5f2239c5592c099236cf7ba0e41c0703081caffe3f6672b2c
size 762405792

3
OpenMath-Nemotron-1.5B.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:05b46c8ae4f6af757017e4d62f5f20cd52047a7a7d4a6e2f03ef21a5058b99f6
size 731698080

3
OpenMath-Nemotron-1.5B.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9772e8d6784a0781857d9bb3c68de9dc418811aa204e6552da0d4697e50443d5
size 668791200

3
OpenMath-Nemotron-1.5B.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6e70c1a897c3e3cb1b00a69a6ebff5244a411212ff8217a61d63e90e02b093ec
size 936330144

3
OpenMath-Nemotron-1.5B.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:82ae8fcea44182d635d54fd327b1b49dc22792d8d7a355da15f096261b8f5b6c
size 895730592

3
OpenMath-Nemotron-1.5B.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2b86e2cb34833cd37b6b644bd859dcc4063d9cc965177f27a96478bdb340f998
size 676303776

3
OpenMath-Nemotron-1.5B.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3799a8f3485b508d4527799474ffb696e4351e696a9a744c3efe6cadab74ef52
size 640134048

3
OpenMath-Nemotron-1.5B.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e1073002b08dff8f79ceb780e7e2acf3cd8ac1f438b756c98d015d5c5a2854d7
size 880161696

3
OpenMath-Nemotron-1.5B.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:637b3f2664deda7e06aa21ff17096f79620cacf970790dfc076cd9f9a2a5d49d
size 824177568

3
OpenMath-Nemotron-1.5B.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aee43aed6721396d45704aa3753354c9c4a6df4c9364fd10dc61217a22f89f0b
size 760943520

3
OpenMath-Nemotron-1.5B.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:154b56245c8dc8ddc30697a48c5b2964133c3e8848eb88117be2530c8a5abba8
size 937534368

3
OpenMath-Nemotron-1.5B.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aa0ff85b48b3336a96aaac45e916fb7f9870ce6c36555520617c6df04a404932
size 1016841120

3
OpenMath-Nemotron-1.5B.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:efd346fde2dc99d09319a1590c9ec96bcef8bd67b38c1fa02f2a3cd0daa97dde
size 986047392

3
OpenMath-Nemotron-1.5B.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a994051997ee6f728a6a29baca86d7db4de466d018b72130a3fe8bd056a12179
size 940311456

3
OpenMath-Nemotron-1.5B.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fd25bd1fa7e5d0646121134248a969f633a8a0edeb7a02888571ffd93a04c57c
size 1125049248

3
OpenMath-Nemotron-1.5B.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7d2fe7c1ced368e05f9c3749adafaebd62a106610be80260c83c6ad7d05b0956
size 1098728352

3
OpenMath-Nemotron-1.5B.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9a33130bce86c0a8c8065703ceb0ea87d3143c648d70fbbf99cbc7cd217ddcd9
size 1272738720

86
README.md Normal file
View File

@@ -0,0 +1,86 @@
---
base_model: nvidia/OpenMath-Nemotron-1.5B
datasets:
- nvidia/OpenMathReasoning
language:
- en
library_name: transformers
license: cc-by-4.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- nvidia
- math
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/nvidia/OpenMath-Nemotron-1.5B
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#OpenMath-Nemotron-1.5B-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-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/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/OpenMath-Nemotron-1.5B-i1-GGUF/resolve/main/OpenMath-Nemotron-1.5B.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 -->

3
imatrix.dat Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6fa202586f11a2469fb1f2d95e332033f8a95c8fde328ae360234eb586572f1c
size 2042201