mradermacher/Biomistral-Calme-Instruct-7b-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/Biomistral-Calme-Instruct-7b-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-07-08 02:56:11 +08:00
commit af264ae746
25 changed files with 206 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

58
.gitattributes vendored Normal file
View File

@@ -0,0 +1,58 @@
*.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
imatrix.dat filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Biomistral-Calme-Instruct-7b.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Biomistral-Calme-Instruct-7b.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9eec2c93fff0403dfe74e9e865769f03b319f60bd182c8c3ade33304c27a4894
size 1754447392

3
Biomistral-Calme-Instruct-7b.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:59b35a5a86416dd285bb6c71a0b74c85ed3f13652494567e64782cb8ea4cfd1a
size 1612103200

3
Biomistral-Calme-Instruct-7b.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c3f65e24f40f5ea2437cb0ed4d275d37cebf5028c523600ad15b87b256531a0d
size 2500714016

3
Biomistral-Calme-Instruct-7b.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:41ef7ea4dd129eb6670182b51906823b4fc51fbc76a265b2948d4fea5d938663
size 2310921760

3
Biomistral-Calme-Instruct-7b.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1c067820b42a372092bdc920decb9bbf75c4c5c8affb493584fa29f21d6836fe
size 2198257184

3
Biomistral-Calme-Instruct-7b.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:541af9b9cf6b9297651820b7f01ef0ab3c0ee62f8d471d680e9c5f820d406f2e
size 1991687712

3
Biomistral-Calme-Instruct-7b.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:90c31275e74082070ff1472b4c9cf32a0f102534cde1adf270608d20306fd912
size 3284893216

3
Biomistral-Calme-Instruct-7b.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:048150dac023222dbff67fecab7ab3c322c73ff40d5036af86a8f3ed76d6870b
size 3182394912

3
Biomistral-Calme-Instruct-7b.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bd8bc50c4ad52a256bb0303ef1eb0b98e14957911b90ef83b20e2f5f2627ffb6
size 3018817056

3
Biomistral-Calme-Instruct-7b.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0d844ac1801d6a85c0c7d81d40fe93d1e599eed8e79c26db75ceba689c35ff90
size 2827345440

3
Biomistral-Calme-Instruct-7b.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1f836b2a594d479a5f66064b1f7854f52ffe8ecbfbb6dc822c6df31c6c7e5aa9
size 3907690016

3
Biomistral-Calme-Instruct-7b.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4dc38b3383d98ad937ee74d5c5fefca64ca4fb2e21115111c5375ffe0d4f0280
size 2719243808

3
Biomistral-Calme-Instruct-7b.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d98324262181cb26956e4aa38713aaefd7eb243629f354f536c86cefa04d1d00
size 2528927264

3
Biomistral-Calme-Instruct-7b.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5db9ca8e25e8b676376a3e25c11feab7eac8bb173405dc2366063adb3046540b
size 3822026272

3
Biomistral-Calme-Instruct-7b.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6d192ab244f00f56b7f64053fc444c6c7a57adca92b832225bbef636f5cdb72a
size 3518987808

3
Biomistral-Calme-Instruct-7b.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:30a5190cf382ffa60880ced47a2771612f1ccb948bfbd6d242ad192ff9955509
size 3164569120

3
Biomistral-Calme-Instruct-7b.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b1641f666cdc46f3a7477f7089a67e602b60a0c413eeb1f4d4b367fedd48ba03
size 4123598368

3
Biomistral-Calme-Instruct-7b.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:db637787bd557701fc6cbee8eacde2e8d84288d7d4e59b7e3b6cefbc72690934
size 4368440864

3
Biomistral-Calme-Instruct-7b.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:74bc84b580599576c5aae103c0f23f6c226c699f5c223299b6b184b678647318
size 4140375584

3
Biomistral-Calme-Instruct-7b.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d9d098e4ce78b8785f56803bcc2104ee1e11421b974348f4778e53fa1aa80caf
size 5131410976

3
Biomistral-Calme-Instruct-7b.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5b0406a6a2bee7cc2091b24ab3ed802e841f7beadac8293892d0dd04830c32d
size 4997717536

3
Biomistral-Calme-Instruct-7b.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:91f105c3ea7cd2e5d64cd740a9a5d5c9407948166be159ae25bddafc171b6e83
size 5942066720

79
README.md Normal file
View File

@@ -0,0 +1,79 @@
---
base_model: arcee-ai/Biomistral-Calme-Instruct-7b
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
- merge
- mergekit
- MaziyarPanahi/Calme-7B-Instruct-v0.1.1
- BioMistral/BioMistral-7B
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/arcee-ai/Biomistral-Calme-Instruct-7b
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-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/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | |
| [GGUF](https://huggingface.co/mradermacher/Biomistral-Calme-Instruct-7b-i1-GGUF/resolve/main/Biomistral-Calme-Instruct-7b.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | 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 -->

3
imatrix.dat Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cd2ea7a2dc4ed9a03b9b5dae78fec4e3a23b965d64606ea446950725099a248b
size 4988157