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
+codes-15b-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+codes-15b-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,118 @@
+---
+language:
+- sql
+- code
+tags:
+- SQL generation
+- Text-to-SQL
+- text2sql
+- TensorBlock
+- GGUF
+license: apache-2.0
+base_model: seeklhy/codes-15b
+---
+
+<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>
+
+## seeklhy/codes-15b - GGUF
+
+This repo contains GGUF format model files for [seeklhy/codes-15b](https://huggingface.co/seeklhy/codes-15b).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b5165](https://github.com/ggml-org/llama.cpp/commit/1d735c0b4fa0551c51c2f4ac888dd9a01f447985).
+
+## Our projects
+<table border="1" cellspacing="0" cellpadding="10">
+<tr>
+  <th style="font-size: 25px;">Awesome MCP Servers</th>
+  <th style="font-size: 25px;">TensorBlock Studio</th>
+</tr>
+  <tr>
+    <th><img src="https://imgur.com/2Xov7B7.jpeg" alt="Project A" width="450"/></th>
+    <th><img src="https://imgur.com/pJcmF5u.jpeg" alt="Project B" width="450"/></th>
+  </tr>
+  <tr>
+    <th>A comprehensive collection of Model Context Protocol (MCP) servers.</th>
+    <th>A lightweight, open, and extensible multi-LLM interaction studio.</th>
+  </tr>
+<tr>
+  <th>
+    <a href="https://github.com/TensorBlock/awesome-mcp-servers" target="_blank" style="
+      display: inline-block;
+      padding: 8px 16px;
+      background-color: #FF7F50;
+      color: white;
+      text-decoration: none;
+      border-radius: 6px;
+      font-weight: bold;
+      font-family: sans-serif;
+    ">👀 See what we built 👀</a>
+  </th>
+  <th>
+    <a href="https://github.com/TensorBlock/TensorBlock-Studio" target="_blank" style="
+      display: inline-block;
+      padding: 8px 16px;
+      background-color: #FF7F50;
+      color: white;
+      text-decoration: none;
+      border-radius: 6px;
+      font-weight: bold;
+      font-family: sans-serif;
+    ">👀 See what we built 👀</a>
+  </th>
+</tr>
+</table>
+
+## Prompt template
+
+```
+Unable to determine prompt format automatically. Please check the original model repository for the correct prompt format.
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [codes-15b-Q2_K.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q2_K.gguf) | Q2_K | 6.303 GB | smallest, significant quality loss - not recommended for most purposes |
+| [codes-15b-Q3_K_S.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q3_K_S.gguf) | Q3_K_S | 7.107 GB | very small, high quality loss |
+| [codes-15b-Q3_K_M.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q3_K_M.gguf) | Q3_K_M | 8.356 GB | very small, high quality loss |
+| [codes-15b-Q3_K_L.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q3_K_L.gguf) | Q3_K_L | 9.262 GB | small, substantial quality loss |
+| [codes-15b-Q4_0.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q4_0.gguf) | Q4_0 | 9.160 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [codes-15b-Q4_K_S.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q4_K_S.gguf) | Q4_K_S | 9.255 GB | small, greater quality loss |
+| [codes-15b-Q4_K_M.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q4_K_M.gguf) | Q4_K_M | 10.136 GB | medium, balanced quality - recommended |
+| [codes-15b-Q5_0.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q5_0.gguf) | Q5_0 | 11.093 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [codes-15b-Q5_K_S.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q5_K_S.gguf) | Q5_K_S | 11.093 GB | large, low quality loss - recommended |
+| [codes-15b-Q5_K_M.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q5_K_M.gguf) | Q5_K_M | 11.703 GB | large, very low quality loss - recommended |
+| [codes-15b-Q6_K.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q6_K.gguf) | Q6_K | 13.147 GB | very large, extremely low quality loss |
+| [codes-15b-Q8_0.gguf](https://huggingface.co/tensorblock/seeklhy_codes-15b-GGUF/blob/main/codes-15b-Q8_0.gguf) | Q8_0 | 16.966 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/seeklhy_codes-15b-GGUF --include "codes-15b-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/seeklhy_codes-15b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

codes-15b-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f171db45d0f14e06db8477b3d6f77a93a89aeb35f96bdd00b2664036d44f940c
+size 6302730080

codes-15b-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05bba219149ccc210682e036c43f4670e275c9f6bd93d23bcbf5730be90413dd
+size 9261877088

codes-15b-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:028742c0b50d19bb5fb1842b96e307eb3173ae75216ff1f343a767d81c349704
+size 8355907424

codes-15b-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf6b437b6ceb25f1de8e115f795071ac1e1302146d4ccbbb65415ca08abe995c
+size 7106561888

codes-15b-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7bf809bae07a10a0a69783eee286481b0dde2ccf6aed62081e31fa3a490d7b9
+size 9160427360

codes-15b-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:896355dbe52e94489a19f576482a4f5079e2fb1a5b72cd03f8f2128123bd238a
+size 10135603040

codes-15b-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad4361c9406401b7533fe3cbd2351c5244c522cfd08627413e0f0e0c3b5e8e4f
+size 9254799200

codes-15b-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1e9e4e5472df5028d1268e2535e108601f20683b0bb748bf29eeed80743e370
+size 11093477216

codes-15b-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47701af63d9bd658366ecccf043bd2272d30dafc04aba3562195b947e9b781a4
+size 11703453536

codes-15b-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bf442940f8834afd35b0434c2c7371433a6f37858af484a7dcc7cc1c7f12457
+size 11093477216

codes-15b-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee0a10c378b69317b668069f34bfcff6599fe6d84d42f53c61344f19ba3984ab
+size 13147342688

codes-15b-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f66e3b6e02628cdc2d059c9be3fbf8f6e290f529f62109afb3c6d2be8eeab2b
+size 16965764960