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
+SmallThinker-3B-Preview-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+SmallThinker-3B-Preview-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,82 @@
+---
+datasets:
+- PowerInfer/QWQ-LONGCOT-500K
+- PowerInfer/LONGCOT-Refine-500K
+base_model: PowerInfer/SmallThinker-3B-Preview
+tags:
+- TensorBlock
+- GGUF
+---
+
+<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>
+
+## PowerInfer/SmallThinker-3B-Preview - GGUF
+
+This repo contains GGUF format model files for [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4391](https://github.com/ggerganov/llama.cpp/commit/9ba399dfa7f115effc63d48e6860a94c9faa31b2).
+
+<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
+
+```
+<|im_start|>system
+{system_prompt}<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [SmallThinker-3B-Preview-Q2_K.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q2_K.gguf) | Q2_K | 1.377 GB | smallest, significant quality loss - not recommended for most purposes |
+| [SmallThinker-3B-Preview-Q3_K_S.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q3_K_S.gguf) | Q3_K_S | 1.588 GB | very small, high quality loss |
+| [SmallThinker-3B-Preview-Q3_K_M.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q3_K_M.gguf) | Q3_K_M | 1.724 GB | very small, high quality loss |
+| [SmallThinker-3B-Preview-Q3_K_L.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q3_K_L.gguf) | Q3_K_L | 1.841 GB | small, substantial quality loss |
+| [SmallThinker-3B-Preview-Q4_0.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q4_0.gguf) | Q4_0 | 1.998 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [SmallThinker-3B-Preview-Q4_K_S.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q4_K_S.gguf) | Q4_K_S | 2.009 GB | small, greater quality loss |
+| [SmallThinker-3B-Preview-Q4_K_M.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q4_K_M.gguf) | Q4_K_M | 2.105 GB | medium, balanced quality - recommended |
+| [SmallThinker-3B-Preview-Q5_0.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q5_0.gguf) | Q5_0 | 2.384 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [SmallThinker-3B-Preview-Q5_K_S.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q5_K_S.gguf) | Q5_K_S | 2.384 GB | large, low quality loss - recommended |
+| [SmallThinker-3B-Preview-Q5_K_M.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q5_K_M.gguf) | Q5_K_M | 2.439 GB | large, very low quality loss - recommended |
+| [SmallThinker-3B-Preview-Q6_K.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q6_K.gguf) | Q6_K | 2.793 GB | very large, extremely low quality loss |
+| [SmallThinker-3B-Preview-Q8_0.gguf](https://huggingface.co/tensorblock/SmallThinker-3B-Preview-GGUF/blob/main/SmallThinker-3B-Preview-Q8_0.gguf) | Q8_0 | 3.616 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/SmallThinker-3B-Preview-GGUF --include "SmallThinker-3B-Preview-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/SmallThinker-3B-Preview-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

SmallThinker-3B-Preview-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fab3a3eb8c3090e172cdcc8fc89ff67c495db8f2949e7f645b0ee7a1b3964d3d
+size 1376855360

SmallThinker-3B-Preview-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7538c3731ef7d093a973a081f366a71b6736e3421939cbf7aa85b94d4dadc80
+size 1841093952

SmallThinker-3B-Preview-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fc3a10d495c0c819af97022d62dd18d2771641a836cd419e3f0347ec3b9d459
+size 1724177728

SmallThinker-3B-Preview-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8431b08aa47d1b6c203adb68ca57389877c7b9b8c6d5a82bcad9a05b7042c867
+size 1588059456

SmallThinker-3B-Preview-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c08ff09a531aec5995dc12f0fbb5fe3329d76a4b6fb329a0111a6a1bd73e26bb
+size 1997878592

SmallThinker-3B-Preview-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3bb4dc33f3e6cd8aaa3dd30ea07acd09caefaff3b1eb1109a7b0ec911a1eb8e
+size 2104931648

SmallThinker-3B-Preview-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a15f70c0066cafb8f965a697be99e15c1f4372dd5ee6f25849f622747f2ac9fe
+size 2009412928

SmallThinker-3B-Preview-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9093981c1cfede39841a266a68761bc3f585881fc4dccc35902b231d74e4712e
+size 2383590720

SmallThinker-3B-Preview-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07a2b1e45e4774fa607d0d7d7d8c64a7bd7bcfd23e9137ab1883f5032f32766f
+size 2438739264

SmallThinker-3B-Preview-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8568370152daeb8ea6ad05714de075df26bbfdd733eafd7eabf4bea21e933057
+size 2383590720

SmallThinker-3B-Preview-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b78d083848938fd360bbefe532f7a9212641f92369cb2451bcc3415cecdf2942
+size 2793409856

SmallThinker-3B-Preview-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a9e3ac6c23b98270a84f7f617ea9c6d5866a19057ef68124c5f5364bd4b7062
+size 3616087360