mradermacher/LEMMA-7B-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/LEMMA-7B-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-14 23:50:18 +08:00
commit 1b2dbb722b
14 changed files with 146 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

47
.gitattributes vendored Normal file
View File

@@ -0,0 +1,47 @@
*.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
LEMMA-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LEMMA-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text

3
LEMMA-7B.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9a75f813a3bed7544473f9c0775d3a43fd1f0c8e1e658f0a9673ffc58d325533
size 3647517280

3
LEMMA-7B.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:87d08b9825e4fe5bc67c9b5ad57190dceb585122364436b7111e30c04e2eb8b8
size 2532864608

3
LEMMA-7B.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ff3a4d413a07eb8ecc65f410a93bedbf7344f39a6fc8f29bb51d46d9ddabc89a
size 3597111904

3
LEMMA-7B.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8c3ce4dfc6065b934a444b52b4e8afc063b713d324b783118baf8af5757f9ec5
size 3298005600

3
LEMMA-7B.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8cbf81b0bd7c9d6572d3ffa4cf31864a753d4daf9a61cca309cf19d026ff74df
size 2948305504

3
LEMMA-7B.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:23c46f32fc17f235ce71cafd1eb12d82d1ddaf690de52bf7079f66172e9e3c6a
size 4081005152

3
LEMMA-7B.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:125ec5effbc6febf38ffff6bb75a539540649b104dfc5cced208a69c0710d96d
size 3856740960

3
LEMMA-7B.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5ae81af75178aff36de28b70ee732d164a3b53661e5767fb91f0424358997917
size 4783157856

3
LEMMA-7B.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b9ba5c5d18b17cb33029e375e8be5318f47ae628147c2336f723706e2af03886
size 4651692640

3
LEMMA-7B.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:217b156fdb7a0c37c0cad0fa6e6033efe4505ae6f3a4171d0f19469d9bd794a9
size 5529195104

3
LEMMA-7B.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bc68c3f47a7a753eea836df2f7165e5ffafcba33e86094108981a10b6c67c119
size 7161090656

3
LEMMA-7B.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4480c33f26322b6ac217bcf2cb2f1097e930c6f1ea0bb68a01797691f4a3d45e
size 13478105696

63
README.md Normal file
View File

@@ -0,0 +1,63 @@
---
base_model: ZixuanANDJiaBao/LEMMA-7B
language:
- en
library_name: transformers
quantized_by: mradermacher
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/ZixuanANDJiaBao/LEMMA-7B
<!-- 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/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q2_K.gguf) | Q2_K | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q3_K_S.gguf) | Q3_K_S | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q3_K_L.gguf) | Q3_K_L | 3.7 | |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.IQ4_XS.gguf) | IQ4_XS | 3.7 | |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q5_K_S.gguf) | Q5_K_S | 4.8 | |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q5_K_M.gguf) | Q5_K_M | 4.9 | |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q6_K.gguf) | Q6_K | 5.6 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/LEMMA-7B-GGUF/resolve/main/LEMMA-7B.f16.gguf) | f16 | 13.6 | 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 -->