mradermacher/Atem-SageMaths-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/Atem-SageMaths-1.5B-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-26 15:21:16 +08:00
commit 4483278d9c
27 changed files with 237 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
Atem-SageMaths-1.5B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Atem-SageMaths-1.5B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Atem-SageMaths-1.5B.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:78eb6291aabe6b712bedfe5c85ce6516b3f65ca174bd6b39c39cee8daf3e8217
size 464463264

3
Atem-SageMaths-1.5B.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:28dcd3ba38ec44d876f5e913e0567e558282c013394cd77e408b4d66f87ed925
size 436529568

3
Atem-SageMaths-1.5B.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1042a096862e2c4cae5615804dbe6afbb909ec5af737ad389aa5ae34b68ec62d
size 601056672

3
Atem-SageMaths-1.5B.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6512329e64024020947cd9156998a12e65dde77b9e1c8949b3db479a6ae604fb
size 563811744

3
Atem-SageMaths-1.5B.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:31c88a3be700b41db57867fba3c9d7d69e0b935d1247a064cdfe97d24725ee64
size 550328736

3
Atem-SageMaths-1.5B.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4304e52b610ba0549960141b42bdc2e2df8c5e4dd92099c50e7c994d368eae4d
size 511019424

3
Atem-SageMaths-1.5B.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d7c2b2573f266d68933a788f9131ccfff28dbebd34a52dfa4085ac5a829a3463
size 776666016

3
Atem-SageMaths-1.5B.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:48e516c5b5a5ef983b0ecf8af452129f515a02bbb5152b1bc2ccfaf3319ef6e4
size 762408864

3
Atem-SageMaths-1.5B.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9aefd4bdd6c86089998ddbc29e1fb64223e4558a7bdbf0a7ff52abeb807a29e3
size 731701152

3
Atem-SageMaths-1.5B.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5d361d5fc5e7b72591588dc7bd298acf04af83a51bd8b9edef5bd04bfbe4c019
size 668794272

3
Atem-SageMaths-1.5B.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8b9d57d98c9d3013c3ec8f03e274caf4e76c8e59d3d62df252a786d7d8046b5a
size 936333216

3
Atem-SageMaths-1.5B.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:54e5f061b97dfcb827607d873725f73ed671895447b98a5e9ab6221cb7fd3fc1
size 895733664

3
Atem-SageMaths-1.5B.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f31ea09e19128a9d632be74df9ff192e5a683dbdaaeafa5a411637d0b51b36ef
size 676306848

3
Atem-SageMaths-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:dad064db581a2ec8e14d076b60f5e695cf68654b398b1ae101894783992a95b8
size 640137120

3
Atem-SageMaths-1.5B.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:39dafe8acc53cc42be15111c1260142a4fbee399bfb0b0be6cce381810d7c27a
size 880164768

3
Atem-SageMaths-1.5B.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:832c6b7c02014330bc8e86c365631bc79be1f05581fb590abb1d8dc5f9f25322
size 824180640

3
Atem-SageMaths-1.5B.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0e426785d640204214b4320649abbed7dafc1e753a055c8dfd044f550a10a4d2
size 760946592

3
Atem-SageMaths-1.5B.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6118717467b69f42e945101af42f88d0a7e6e5745b36a7b677aa3742101bb2c0
size 937537440

3
Atem-SageMaths-1.5B.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cfe9066214bc444b790697853999485b546f6aa1bb2325104ee120aeb59a9649
size 1016844192

3
Atem-SageMaths-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:a84ef6e3c3276d1220c320ff2cc93f3a25c9de51e843c4019ca7b3c2c4105ee2
size 986050464

3
Atem-SageMaths-1.5B.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:29df907fcdcfad21dda3cedbc19c6b2e07e4330f73bee1f0b70b81877499b333
size 940314528

3
Atem-SageMaths-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:d02b8d39f0f06919732911e905d60b15aaed039339d21cddecbf267b852febd9
size 1125052320

3
Atem-SageMaths-1.5B.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9a8586599de011a4aa0fc5ed07592ca9658a85b3481af9cd9026e375c1e3b9bd
size 1098731424

3
Atem-SageMaths-1.5B.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:be3cb5e934505ab4527d1dd7a3f4588c0b3a7a06f7d730838ca824635addbc41
size 1272741792

3
Atem-SageMaths-1.5B.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f474b41a3eb3d982c154c0b5d50566df1bd088776f49443b4fc049ac7cca89da
size 2065888

102
README.md Normal file
View File

@@ -0,0 +1,102 @@
---
base_model: EphAsad/Atem-SageMaths-1.5B
datasets:
- HuggingFaceH4/MATH-500
- EleutherAI/hendrycks_math
- qwedsacf/competition_math
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- qwen2
- unsloth
- lora
- llama.cpp
- reasoning
- chain-of-thought
- thinking
- mathematics
- math
- distillation
- conversational
- text-generation-inference
---
## 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/EphAsad/Atem-SageMaths-1.5B
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Atem-SageMaths-1.5B-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Atem-SageMaths-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/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-1.5B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/Atem-SageMaths-1.5B-i1-GGUF/resolve/main/Atem-SageMaths-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 -->