mradermacher/SmolLM2-1.7b-maths-orpo-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/SmolLM2-1.7b-maths-orpo-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-07-11 05:22:09 +08:00
commit 210535d42a
15 changed files with 158 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

48
.gitattributes vendored Normal file
View File

@@ -0,0 +1,48 @@
*.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
SmolLM2-1.7b-maths-orpo.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.f16.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
SmolLM2-1.7b-maths-orpo.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text

71
README.md Normal file
View File

@@ -0,0 +1,71 @@
---
base_model: BrainWave-ML/SmolLM2-1.7b-maths-orpo
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/BrainWave-ML/SmolLM2-1.7b-maths-orpo
<!-- provided-files -->
weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
## 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/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q2_K.gguf) | Q2_K | 0.8 | |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q3_K_S.gguf) | Q3_K_S | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q3_K_L.gguf) | Q3_K_L | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.IQ4_XS.gguf) | IQ4_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q4_0_4_4.gguf) | Q4_0_4_4 | 1.1 | fast on arm, low quality |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q5_K_S.gguf) | Q5_K_S | 1.3 | |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q5_K_M.gguf) | Q5_K_M | 1.3 | |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q6_K.gguf) | Q6_K | 1.5 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/SmolLM2-1.7b-maths-orpo-GGUF/resolve/main/SmolLM2-1.7b-maths-orpo.f16.gguf) | f16 | 3.5 | 16 bpw, overkill |
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.
<!-- end -->

3
SmolLM2-1.7b-maths-orpo.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:83223cb451738115c2d902a024851ee23e55874de657a1d1d72798efe520a1a3
size 948262592

3
SmolLM2-1.7b-maths-orpo.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:41757e1c6d04434cea9ce4a10a8f21c40529d13341bc43feb5a223ed62fcaf77
size 674584256

3
SmolLM2-1.7b-maths-orpo.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:afc14c5d0ea8af11846592ba7f051a37f1609117df4903ca3319a5f4afa3b8ee
size 932533952

3
SmolLM2-1.7b-maths-orpo.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a4e4477f5ee8fe12fbc832f5ac73832135888f076d8067b84aae4ee5e5c2ccaf
size 860182208

3
SmolLM2-1.7b-maths-orpo.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:68e587d89566a8a5a0defc169647f5c32d1f2039e91d8db2e6174b46853f4a0f
size 776820416

3
SmolLM2-1.7b-maths-orpo.Q4_0_4_4.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cbcb1e11208c9bb0c3be14bb08e645d91489c43f477079e006dda990ac02ef63
size 990729920

3
SmolLM2-1.7b-maths-orpo.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d3913250fcbe19b2062d462123df51567ccbba8d042251c2115dbe10c58cc84c
size 1055610560

3
SmolLM2-1.7b-maths-orpo.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:839d58a5a1a8e8eb2c547f4ffc46830ce2a55ffd9ebe5cf28505d14447abdd73
size 999118528

3
SmolLM2-1.7b-maths-orpo.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:345b8ae498d13724a208989c86c6e03951c41a4d6dcd6bd08be69ee5b2a558fe
size 1225479872

3
SmolLM2-1.7b-maths-orpo.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ad0bf011b5f894674b9daa80ed30c07a6d8035e423d026ba5c2c24f229b63736
size 1192056512

3
SmolLM2-1.7b-maths-orpo.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d7193bbfa5fcfb6be6c9dd6ae7b0812f7ec76280f3e3773467d101aa14f2280e
size 1405966016

3
SmolLM2-1.7b-maths-orpo.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:00d1351d4ccd02716bfdc8847e216a2b1441cced51941303587b140906c008f3
size 1820415680

3
SmolLM2-1.7b-maths-orpo.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3a4a815abdc81c88a7159705ee148eed1ce5ec3cc5b08a8ea64b60fce46eb653
size 3424736960