mradermacher/smollm3-3b-german-embed-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/smollm3-3b-german-embed-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-04 17:20:28 +08:00
commit 06890db6f0
14 changed files with 164 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
smollm3-3b-german-embed.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
smollm3-3b-german-embed.f16.gguf filter=lfs diff=lfs merge=lfs -text

81
README.md Normal file
View File

@@ -0,0 +1,81 @@
---
base_model: mayflowergmbh/smollm3-3b-german-embed
datasets:
- deepset/germanquad
language:
- de
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- sentence-transformers
- text-embeddings
- german
- retrieval
- lora
- embedding-model
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
<!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
static quants of https://huggingface.co/mayflowergmbh/smollm3-3b-german-embed
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#smollm3-3b-german-embed-GGUF).***
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/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q2_K.gguf) | Q2_K | 1.4 | |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q3_K_S.gguf) | Q3_K_S | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q3_K_L.gguf) | Q3_K_L | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.IQ4_XS.gguf) | IQ4_XS | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q5_K_S.gguf) | Q5_K_S | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q5_K_M.gguf) | Q5_K_M | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q6_K.gguf) | Q6_K | 2.6 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/smollm3-3b-german-embed-GGUF/resolve/main/smollm3-3b-german-embed.f16.gguf) | f16 | 6.3 | 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
smollm3-3b-german-embed.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:80afb791906c53a892cf86f8d319b5aa3786d1f2364ac26099d6540f3460f735
size 1737925056

3
smollm3-3b-german-embed.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:21729432e0c40211d708500fe408d7d4191b5840fec1c084eb981483f85a6537
size 1253302720

3
smollm3-3b-german-embed.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf7e1d97a36b17442957fae023bf48b695cc3fee2b6fd6b1b5faa88ebb396d60
size 1690214848

3
smollm3-3b-german-embed.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ccfe69b97105f923a3532d6c788bd0f726688237987d9f27a259cc35397e2028
size 1571070400

3
smollm3-3b-german-embed.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d2cb04ed7afe60e2ab509958367e7b3e964889f4fe81dbb69013bb4b2a5ee526
size 1432314304

3
smollm3-3b-german-embed.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4c3105f40b5925602264ea4c1ffbccd3e4f3275ad1298f8bce5b0e90e3b4a839
size 1915306432

3
smollm3-3b-german-embed.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f2c946c09d7b65bb0f575ec818cd51ace51a88db11cce8f2ee6cadbcbe3b0002
size 1817616832

3
smollm3-3b-german-embed.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6aef70f566e79228abfb4099af896709cd94bb3a2eec3b2a6a4e45baff6dddb8
size 2213757376

3
smollm3-3b-german-embed.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:10e473a5e490399b3eebd992a9511a6b49a5ebc7f7f1eaa92af3eed579b1030f
size 2157355456

3
smollm3-3b-german-embed.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:02a325886bcb72607887f570a12578234f415f5a56902cb8bf0e319f54d7216c
size 2530861504

3
smollm3-3b-german-embed.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b5f06f5737034a350f093128b96f065de85f9309fe6eadf63e0b9389920df6b5
size 3275575744

3
smollm3-3b-german-embed.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d4c5e3b78cd5d0b88c81b69d4b6d0ca0aca1d3704bc32c8a4728d3f647b7607e
size 6158340544