Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,15 @@ saved_model/**/* 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
+BioMistral-7B-TIES-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+BioMistral-7B-TIES-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

BioMistral-7B-TIES-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7caf6c2103b4b8531220074dbb04c29189ffe501b3b3a8fba788b4d7b5f6ca93
+size 2719243712

BioMistral-7B-TIES-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb32dd85434ad4af0c73f06f13fc7aa9667be99f44ea1a33fac5916587bb85ef
+size 3822026176

BioMistral-7B-TIES-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84f1302d0138fc5db77b3045f10e73c767d86c1ef2cff9a0844ca2340845b998
+size 3518987712

BioMistral-7B-TIES-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31e2024c31f36ddbdd95e2f77a132b9046bef8fb520946393848cf0469ffa082
+size 3164569024

BioMistral-7B-TIES-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:856bf51eadfe61c445952fe8e8c3c37f28bf0dbd28fcbcffa9856bf25251363c
+size 4108918208

BioMistral-7B-TIES-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eef2ed3ea8743adce5fc4efce96d4c1a343769c2d6dc54f82d33e1c2a99a7e44
+size 4368440768

BioMistral-7B-TIES-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da782af1000818befeea26db1b72410f19f439f07544abcac0d80f7544f48a70
+size 4140375488

BioMistral-7B-TIES-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15319675d241f9f9ad267a2b1979f314d610bc68126a3c4d23c4e17b808c2d95
+size 4997717440

BioMistral-7B-TIES-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e47f4046cba2ee21fe9cd91b907b29de87ff0facadd1a26177265644da56a1d
+size 5131410880

BioMistral-7B-TIES-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef5afe954a8ed38de89be35595c8718f69ad137362d01645da2efc21a2dade8a
+size 4997717440

BioMistral-7B-TIES-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5823f18d13539814eb4749a4201c5e3f39d4186680a399ca739961b6a509672c
+size 5942066624

BioMistral-7B-TIES-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70e2c72379ba8ff2bf5fc977b3eb645a11635af83b7ee39680fe582e7a5136aa
+size 7695859136

README.md

@@ -0,0 +1,94 @@
+---
+base_model: BioMistral/BioMistral-7B-TIES
+library_name: transformers
+tags:
+- mergekit
+- merge
+- ties
+- medical
+- biology
+- TensorBlock
+- GGUF
+license: apache-2.0
+datasets:
+- pubmed
+language:
+- fr
+- en
+- pl
+- es
+- it
+- ro
+- de
+- nl
+pipeline_tag: text-generation
+---
+
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<div style="display: flex; justify-content: space-between; width: 100%;">
+    <div style="display: flex; flex-direction: column; align-items: flex-start;">
+        <p style="margin-top: 0.5em; margin-bottom: 0em;">
+            Feedback and support: TensorBlock's  <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
+        </p>
+    </div>
+</div>
+
+## BioMistral/BioMistral-7B-TIES - GGUF
+
+This repo contains GGUF format model files for [BioMistral/BioMistral-7B-TIES](https://huggingface.co/BioMistral/BioMistral-7B-TIES).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4242](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
+
+<div style="text-align: left; margin: 20px 0;">
+    <a href="https://tensorblock.co/waitlist/client" style="display: inline-block; padding: 10px 20px; background-color: #007bff; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
+        Run them on the TensorBlock client using your local machine ↗
+    </a>
+</div>
+
+## Prompt template
+
+```
+<s>[INST] {prompt} [/INST]
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [BioMistral-7B-TIES-Q2_K.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q2_K.gguf) | Q2_K | 2.719 GB | smallest, significant quality loss - not recommended for most purposes |
+| [BioMistral-7B-TIES-Q3_K_S.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q3_K_S.gguf) | Q3_K_S | 3.165 GB | very small, high quality loss |
+| [BioMistral-7B-TIES-Q3_K_M.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q3_K_M.gguf) | Q3_K_M | 3.519 GB | very small, high quality loss |
+| [BioMistral-7B-TIES-Q3_K_L.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q3_K_L.gguf) | Q3_K_L | 3.822 GB | small, substantial quality loss |
+| [BioMistral-7B-TIES-Q4_0.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q4_0.gguf) | Q4_0 | 4.109 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [BioMistral-7B-TIES-Q4_K_S.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q4_K_S.gguf) | Q4_K_S | 4.140 GB | small, greater quality loss |
+| [BioMistral-7B-TIES-Q4_K_M.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q4_K_M.gguf) | Q4_K_M | 4.368 GB | medium, balanced quality - recommended |
+| [BioMistral-7B-TIES-Q5_0.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q5_0.gguf) | Q5_0 | 4.998 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [BioMistral-7B-TIES-Q5_K_S.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q5_K_S.gguf) | Q5_K_S | 4.998 GB | large, low quality loss - recommended |
+| [BioMistral-7B-TIES-Q5_K_M.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q5_K_M.gguf) | Q5_K_M | 5.131 GB | large, very low quality loss - recommended |
+| [BioMistral-7B-TIES-Q6_K.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q6_K.gguf) | Q6_K | 5.942 GB | very large, extremely low quality loss |
+| [BioMistral-7B-TIES-Q8_0.gguf](https://huggingface.co/tensorblock/BioMistral-7B-TIES-GGUF/blob/main/BioMistral-7B-TIES-Q8_0.gguf) | Q8_0 | 7.696 GB | very large, extremely low quality loss - not recommended |
+
+
+## Downloading instruction
+
+### Command line
+
+Firstly, install Huggingface Client
+
+```shell
+pip install -U "huggingface_hub[cli]"
+```
+
+Then, downoad the individual model file the a local directory
+
+```shell
+huggingface-cli download tensorblock/BioMistral-7B-TIES-GGUF --include "BioMistral-7B-TIES-Q2_K.gguf" --local-dir MY_LOCAL_DIR
+```
+
+If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
+
+```shell
+huggingface-cli download tensorblock/BioMistral-7B-TIES-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```