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
+aya-expanse-32b-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-32b-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,112 @@
+---
+inference: false
+library_name: transformers
+language:
+- en
+- fr
+- de
+- es
+- it
+- pt
+- ja
+- ko
+- zh
+- ar
+- el
+- fa
+- pl
+- id
+- cs
+- he
+- hi
+- nl
+- ro
+- ru
+- tr
+- uk
+- vi
+license: cc-by-nc-4.0
+extra_gated_prompt: By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license)  and
+  acknowledge that the information you provide will be collected, used, and shared
+  in accordance with Cohere’s [Privacy Policy]( https://cohere.com/privacy). You’ll
+  receive email updates about C4AI and Cohere research, events, products and services.
+  You can unsubscribe at any time.
+extra_gated_fields:
+  Name: text
+  Affiliation: text
+  Country: country
+  I agree to use this model for non-commercial use ONLY: checkbox
+tags:
+- TensorBlock
+- GGUF
+base_model: CohereForAI/aya-expanse-32b
+---
+
+<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>
+
+## CohereForAI/aya-expanse-32b - GGUF
+
+This repo contains GGUF format model files for [CohereForAI/aya-expanse-32b](https://huggingface.co/CohereForAI/aya-expanse-32b).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4011](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
+
+```
+<BOS_TOKEN><|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{system_prompt}<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>{prompt}<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [aya-expanse-32b-Q2_K.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q2_K.gguf) | Q2_K | 12.811 GB | smallest, significant quality loss - not recommended for most purposes |
+| [aya-expanse-32b-Q3_K_S.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q3_K_S.gguf) | Q3_K_S | 14.709 GB | very small, high quality loss |
+| [aya-expanse-32b-Q3_K_M.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q3_K_M.gguf) | Q3_K_M | 16.232 GB | very small, high quality loss |
+| [aya-expanse-32b-Q3_K_L.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q3_K_L.gguf) | Q3_K_L | 17.563 GB | small, substantial quality loss |
+| [aya-expanse-32b-Q4_0.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q4_0.gguf) | Q4_0 | 18.719 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [aya-expanse-32b-Q4_K_S.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q4_K_S.gguf) | Q4_K_S | 18.850 GB | small, greater quality loss |
+| [aya-expanse-32b-Q4_K_M.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q4_K_M.gguf) | Q4_K_M | 19.801 GB | medium, balanced quality - recommended |
+| [aya-expanse-32b-Q5_0.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q5_0.gguf) | Q5_0 | 22.494 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [aya-expanse-32b-Q5_K_S.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q5_K_S.gguf) | Q5_K_S | 22.494 GB | large, low quality loss - recommended |
+| [aya-expanse-32b-Q5_K_M.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q5_K_M.gguf) | Q5_K_M | 23.051 GB | large, very low quality loss - recommended |
+| [aya-expanse-32b-Q6_K.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q6_K.gguf) | Q6_K | 26.505 GB | very large, extremely low quality loss |
+| [aya-expanse-32b-Q8_0.gguf](https://huggingface.co/tensorblock/aya-expanse-32b-GGUF/blob/main/aya-expanse-32b-Q8_0.gguf) | Q8_0 | 34.327 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/aya-expanse-32b-GGUF --include "aya-expanse-32b-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/aya-expanse-32b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

aya-expanse-32b-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27f1bb8962600b722af50366f425bd21df352e145fb2e6d1dd78aefd43f75032
+size 12810755712

aya-expanse-32b-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64bf904052206de3ee334be8a9eb3892a9a4203606f0d0b315827d11214379ee
+size 17563426432

aya-expanse-32b-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85187a60498184cd66917f05177e5190139312474be0d9fe0b7b246a577af376
+size 16231734912

aya-expanse-32b-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df117bc67567e6d133604dcee12865a496908c6e553132aaaebf22af38b51b5f
+size 14708678272

aya-expanse-32b-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a8f0fa0962cc0d0b53bcc10449a3744a4fb4126105562e811ec0e76e5be74cf
+size 18719481472

aya-expanse-32b-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a813093c30557c09b56e54dcd700506fa49140f689c08a25809d9f00e59bbe1e
+size 19800825472

aya-expanse-32b-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88fe1b72d887a9d58a5e5d15a2ab5d669cbd715b3ff3a6ff90df2352d8110417
+size 18849504896

aya-expanse-32b-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2106f3b66f661dba0a8b3f9f9d02aa4cbb36f74cd2ea920eb1bd6f202fe67020
+size 22494355072

aya-expanse-32b-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee00f90c5b15b22e4058b258b945c0e35c8d9e2876d40137770f0dc6dd447feb
+size 23051411072

aya-expanse-32b-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efd2045b26cd4fe588ab828318dd2deb447ea9adbe66ac1ed489d3efee40da33
+size 22494355072

aya-expanse-32b-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bf166ce2811d6d68d7d58279a06dcd39e66f2838a44332352e11d21f70df6ae
+size 26505158272

aya-expanse-32b-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:807c366d804beae01d3d2954945c91b27befb671bcf40ba6682eb73739592f91
+size 34326879872