mradermacher/jina-code-embeddings-0.5b-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/jina-code-embeddings-0.5b-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-31 00:20:17 +08:00
commit 5d6351ebcf
14 changed files with 159 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
jina-code-embeddings-0.5b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
jina-code-embeddings-0.5b.f16.gguf filter=lfs diff=lfs merge=lfs -text

76
README.md Normal file
View File

@@ -0,0 +1,76 @@
---
base_model: jinaai/jina-code-embeddings-0.5b
language:
- en
library_name: transformers
license: cc-by-nc-4.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- feature-extraction
- mteb
- sentence-transformers
---
## 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/jinaai/jina-code-embeddings-0.5b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#jina-code-embeddings-0.5b-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/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q3_K_S.gguf) | Q3_K_S | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q2_K.gguf) | Q2_K | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.IQ4_XS.gguf) | IQ4_XS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q3_K_L.gguf) | Q3_K_L | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q5_K_S.gguf) | Q5_K_S | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q5_K_M.gguf) | Q5_K_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q6_K.gguf) | Q6_K | 0.6 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/jina-code-embeddings-0.5b-GGUF/resolve/main/jina-code-embeddings-0.5b.f16.gguf) | f16 | 1.1 | 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
jina-code-embeddings-0.5b.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9b778e80d53dd54fb62a2c442610e139f6f59226304d9f32b2cacaf1de25732c
size 351442976

3
jina-code-embeddings-0.5b.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:01c84dae2418296736c3e6399c9f07833c2e859613bdba21a00419fcb2adfc93
size 338605088

3
jina-code-embeddings-0.5b.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8be218165dce09964001990702a6bc6f4b92f88647a368f01309e98b52434c98
size 369355808

3
jina-code-embeddings-0.5b.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e7a5e27a19864d3a1a5caeb6dc5578b4ff4db51bc45d5ed4f5a656281a4be106
size 355464224

3
jina-code-embeddings-0.5b.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:919556f9d203a2d29b025bfc65afd0f5f79771f06662890724e865b8b695e3b3
size 338261024

3
jina-code-embeddings-0.5b.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c43cc0ecce67743692f26bfa0043e187e9f0c6f9eb5dc097694db75743621c27
size 397805600

3
jina-code-embeddings-0.5b.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d881d44aa951dd576483f90f607ce5f0e21be1d05b4fe68dd2f03e6b370bfd10
size 385469472

3
jina-code-embeddings-0.5b.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4f76b91b61da0c5b5fceec81a2622102dd4a534c25075e754aefe68318911a09
size 420083744

3
jina-code-embeddings-0.5b.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:49f4e567e4fef2c98af4ec9b63f6edf8895e744739074d528ac33193611b6505
size 412707872

3
jina-code-embeddings-0.5b.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:17011901af27a5ee0b510e904e26d3321c6859b22424e7d797804972ff868006
size 505734176

3
jina-code-embeddings-0.5b.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:02be1ecaf1fedbb34d76ef5b69916b728d3acc49bbb51a0ac596b75836701e5b
size 531065888

3
jina-code-embeddings-0.5b.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8f900998ad78e09c9c63151615dc10144b85dd5dc32087ca8c208695d6d8b7fc
size 994154528