mradermacher/Phi_medprob-biochemistry-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/Phi_medprob-biochemistry-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-09 16:44:42 +08:00
commit 5a8f02d81c
26 changed files with 207 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

59
.gitattributes vendored Normal file
View File

@@ -0,0 +1,59 @@
*.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
Phi_medprob-biochemistry.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Phi_medprob-biochemistry.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Phi_medprob-biochemistry.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b244cbbad31de8c7e17dee2c86c011c05f98fb1a5b16c5df03a1eb308027c96a
size 731864608

3
Phi_medprob-biochemistry.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b0262a59ccdda807f1e19ee9b74a6f0e55c73b24889b3084b32b628f921fa43b
size 685170208

3
Phi_medprob-biochemistry.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a604130839774deaa01464d068747c828e35bac80bc3180abfaedea09877f1e2
size 1015512608

3
Phi_medprob-biochemistry.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5b32b3b59494f1e33cdadb0561b852d520e773376ef3a21366f11c174db8c2da
size 953253408

3
Phi_medprob-biochemistry.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:49c6aa49dddd5d55ebfebf7f2d28cffcf0ea5ca141ab46f3f897dbb3deb18303
size 878501408

3
Phi_medprob-biochemistry.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aead18b74be317598d8f4caa07a1ea4484a7d45de673d0270d4461d22bc06f3e
size 809688608

3
Phi_medprob-biochemistry.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:91c9717f4a13c14db77da864f652e525a98953fb2001a400fa7e5628185c52cd
size 1320459808

3
Phi_medprob-biochemistry.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:760eb83fd8365e7f84685af329274727c1677f1b1db37830f6975c6e5708e0b1
size 1250827808

3
Phi_medprob-biochemistry.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ac03ed2d623a7a53b46590d24c2501ed7abd5ae45201c6f88e690581d9a6f2d2
size 1201675808

3
Phi_medprob-biochemistry.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7529c046a95f871d1e63bd38b00b7be9155a5e95ef04490cf28b622495896ba1
size 1099071008

3
Phi_medprob-biochemistry.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3cdd27c92be7eb381608426d4e442628d0e0ae0a5a19fc0f7140a18d62f124da
size 1602469408

3
Phi_medprob-biochemistry.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:df7f910837a854a3f8b697053fa9b8d40def588fd11b322ce457069e7320b540
size 1519730208

3
Phi_medprob-biochemistry.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5833fecd2074f6a96dfc2b366c748a5843424b9c0aa430ae296f13b2360aa944
size 1109720608

3
Phi_medprob-biochemistry.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:feafb903f66b788e7ba55ed2de2fc569bf5a38ef3dc924e8aa14212cbec70e17
size 1006501408

3
Phi_medprob-biochemistry.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fd29bdd276844492012ff370d555a5c327cb65ae9cc9e7cce7bad90586ca6c0f
size 1575231008

3
Phi_medprob-biochemistry.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:84983c3916c2654465878dc08bd7fec452d9bdf131c3937e6f4e66d77d0dfafd
size 1426136608

3
Phi_medprob-biochemistry.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:abefe9b9e1516c88e443910e3bb71649bcd4e04d7f0883911351021e1051c2ea
size 1250827808

3
Phi_medprob-biochemistry.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a1ecacd3f3c7a42759c82ff022813ab326628b8fca43a597f895278f04c82ebf
size 1609023008

3
Phi_medprob-biochemistry.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fac37702dfeddef0d5177dc5f32c30fe19223435a6d5e007fe77bcaaeb5f0587
size 1767947808

3
Phi_medprob-biochemistry.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:abe4335b2d6f9cf3e05e019eb9f6c128043bf7ce37a3ff33834e4aa6c5886536
size 1737637408

3
Phi_medprob-biochemistry.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:789592d591e2a9058cdfb3717f1902993b7a117810a79396b1a9c8543cbde3bb
size 1618853408

3
Phi_medprob-biochemistry.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6a8ef8b8b5ea09edc73f9d278c84596c286bf942412006ea9e62df68c6c36eda
size 2003058208

3
Phi_medprob-biochemistry.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6ffd316483a40de31434db7bfa4796bf73adc4cb5da497e6ad44addba4388510
size 1933426208

3
Phi_medprob-biochemistry.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2eac101e318c207e44cf89ed9dc227585e8f41e466ffa7cd9fbb2779b29e261b
size 2285067808

76
README.md Normal file
View File

@@ -0,0 +1,76 @@
---
base_model: emilykang/Phi_medprob-biochemistry
language:
- en
library_name: transformers
quantized_by: mradermacher
tags: []
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/emilykang/Phi_medprob-biochemistry
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/Phi_medprob-biochemistry-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/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ1_S.gguf) | i1-IQ1_S | 0.8 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ1_M.gguf) | i1-IQ1_M | 0.8 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ2_S.gguf) | i1-IQ2_S | 1.1 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.1 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ2_M.gguf) | i1-IQ2_M | 1.1 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.2 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q2_K.gguf) | i1-Q2_K | 1.2 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.3 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ3_S.gguf) | i1-IQ3_S | 1.4 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.4 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ3_M.gguf) | i1-IQ3_M | 1.4 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.5 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.7 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.7 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q4_0.gguf) | i1-Q4_0 | 1.7 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.7 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q4_1.gguf) | i1-Q4_1 | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.0 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/Phi_medprob-biochemistry-i1-GGUF/resolve/main/Phi_medprob-biochemistry.i1-Q6_K.gguf) | i1-Q6_K | 2.4 | 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 -->