mradermacher/DeepRetrieval-PubMed-3B-Llama-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/DeepRetrieval-PubMed-3B-Llama-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-09-26 02:35:16 +08:00
commit 88ef3ad929
14 changed files with 147 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
DeepRetrieval-PubMed-3B-Llama.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
DeepRetrieval-PubMed-3B-Llama.f16.gguf filter=lfs diff=lfs merge=lfs -text

3
DeepRetrieval-PubMed-3B-Llama.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1d95755498ec332aa90ce7872b0d7d95536324e7d4b4ef62e63b61215077e126
size 2050220640

3
DeepRetrieval-PubMed-3B-Llama.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4067e76dfcb8ee1f49b6ced92b430d31175cc25469fb35552f78182069d5e0ad
size 1493217888

3
DeepRetrieval-PubMed-3B-Llama.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:162f7b29d17ae80a44e27567575f75b9c4aac738c1706a818bc1cb9fbddddd39
size 1984645728

3
DeepRetrieval-PubMed-3B-Llama.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bba18e4a94f07099539a9501b8bef82f4b12392f5c30365366956f1b4f50b2e8
size 1856457312

3
DeepRetrieval-PubMed-3B-Llama.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7210cc4b3ceabec7cd601420e04f5f3b311fb5b4e91230ffbedda5f1f8f28c4f
size 1712147040

3
DeepRetrieval-PubMed-3B-Llama.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:39a54dfd089b85a4c4ebc501ddd95732040a324a57cadccb3fdf555aee9dcec1
size 2241004128

3
DeepRetrieval-PubMed-3B-Llama.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ca43ea15c47608db6ebf6e2161c982cf3c900ebdb846966043ef08e0e1e1f4ce
size 2149827168

3
DeepRetrieval-PubMed-3B-Llama.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:53c9ea0e704b69aeecb8487cd547544143f76d0853527d6139dd8dfe1ad1acdf
size 2593030752

3
DeepRetrieval-PubMed-3B-Llama.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c80bfbe48e6a56d35fdf82d98fac13cf13eb0b8a890a84d5a398fbb121fe07fc
size 2540388960

3
DeepRetrieval-PubMed-3B-Llama.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:23ce1cb7257cbd7dac20ceaf195541a2fd272046e2cd64742155bb1a6149aa53
size 2967059040

3
DeepRetrieval-PubMed-3B-Llama.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a27520cff97380ec54d7306daa3355781ce53198e5c9f9ff387c0a22b07e91b7
size 3840526944

3
DeepRetrieval-PubMed-3B-Llama.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5c436b7b2601355f109cba60c9881df4eb95c05d0d83938e50b28b45a6a6263
size 7221693024

64
README.md Normal file
View File

@@ -0,0 +1,64 @@
---
base_model: DeepRetrieval/DeepRetrieval-PubMed-3B-Llama
language:
- en
library_name: transformers
license: mit
quantized_by: mradermacher
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/DeepRetrieval/DeepRetrieval-PubMed-3B-Llama
<!-- 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/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q2_K.gguf) | Q2_K | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q3_K_S.gguf) | Q3_K_S | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q3_K_M.gguf) | Q3_K_M | 2.0 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q3_K_L.gguf) | Q3_K_L | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.IQ4_XS.gguf) | IQ4_XS | 2.2 | |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q4_K_S.gguf) | Q4_K_S | 2.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q4_K_M.gguf) | Q4_K_M | 2.3 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q5_K_S.gguf) | Q5_K_S | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q5_K_M.gguf) | Q5_K_M | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q6_K.gguf) | Q6_K | 3.1 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.Q8_0.gguf) | Q8_0 | 3.9 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/DeepRetrieval-PubMed-3B-Llama-GGUF/resolve/main/DeepRetrieval-PubMed-3B-Llama.f16.gguf) | f16 | 7.3 | 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 -->