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
+SambaLingo-Thai-Base-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+SambaLingo-Thai-Base-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,85 @@
+---
+license: llama2
+datasets:
+- uonlp/CulturaX
+language:
+- th
+- en
+metrics:
+- chrf
+- accuracy
+- bleu
+base_model: sambanovasystems/SambaLingo-Thai-Base
+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>
+
+## sambanovasystems/SambaLingo-Thai-Base - GGUF
+
+This repo contains GGUF format model files for [sambanovasystems/SambaLingo-Thai-Base](https://huggingface.co/sambanovasystems/SambaLingo-Thai-Base).
+
+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
+
+```
+
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [SambaLingo-Thai-Base-Q2_K.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q2_K.gguf) | Q2_K | 2.653 GB | smallest, significant quality loss - not recommended for most purposes |
+| [SambaLingo-Thai-Base-Q3_K_S.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q3_K_S.gguf) | Q3_K_S | 3.079 GB | very small, high quality loss |
+| [SambaLingo-Thai-Base-Q3_K_M.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q3_K_M.gguf) | Q3_K_M | 3.429 GB | very small, high quality loss |
+| [SambaLingo-Thai-Base-Q3_K_L.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q3_K_L.gguf) | Q3_K_L | 3.728 GB | small, substantial quality loss |
+| [SambaLingo-Thai-Base-Q4_0.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q4_0.gguf) | Q4_0 | 3.970 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [SambaLingo-Thai-Base-Q4_K_S.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q4_K_S.gguf) | Q4_K_S | 4.001 GB | small, greater quality loss |
+| [SambaLingo-Thai-Base-Q4_K_M.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q4_K_M.gguf) | Q4_K_M | 4.225 GB | medium, balanced quality - recommended |
+| [SambaLingo-Thai-Base-Q5_0.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q5_0.gguf) | Q5_0 | 4.809 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [SambaLingo-Thai-Base-Q5_K_S.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q5_K_S.gguf) | Q5_K_S | 4.809 GB | large, low quality loss - recommended |
+| [SambaLingo-Thai-Base-Q5_K_M.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q5_K_M.gguf) | Q5_K_M | 4.941 GB | large, very low quality loss - recommended |
+| [SambaLingo-Thai-Base-Q6_K.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q6_K.gguf) | Q6_K | 5.700 GB | very large, extremely low quality loss |
+| [SambaLingo-Thai-Base-Q8_0.gguf](https://huggingface.co/tensorblock/SambaLingo-Thai-Base-GGUF/blob/main/SambaLingo-Thai-Base-Q8_0.gguf) | Q8_0 | 7.383 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/SambaLingo-Thai-Base-GGUF --include "SambaLingo-Thai-Base-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/SambaLingo-Thai-Base-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

SambaLingo-Thai-Base-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4a7501df2d1865f23f4217e03d98c3c878c2d67ba15f072e42deabec9b0941c
+size 2652930592

SambaLingo-Thai-Base-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c0bc9a3a44264a64d78c896ca935a7b9404e5ee1861a4c9bcbe65a846d53a7b
+size 3727720992

SambaLingo-Thai-Base-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f389cf61e8a2e0cdcfcf44db8771664cc59b7932a15cfa3f0bf82c8e734084d
+size 3428614688

SambaLingo-Thai-Base-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad496ca21c6622adc759d8109b8143c1a2ec16ebe791bc77063588e769f6e474
+size 3078914592

SambaLingo-Thai-Base-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3098dce2a4efc381be96b216055e914b90cbb9ae36df58b6cf1a6922f366b53c
+size 3970204192

SambaLingo-Thai-Base-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9986b7fe461606e9f85c4d2c44e822f15126452c86ccd76b929c9783733fae62
+size 4225401376

SambaLingo-Thai-Base-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:424ca0541c4b7d51b6656ebdb28071a408fde556aefc888036579a6344a97c81
+size 4001137184

SambaLingo-Thai-Base-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46d63765696cd1d3180755fb12e634875934348ab4ad95258848fed2fb595e2f
+size 4809064992

SambaLingo-Thai-Base-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43d2cd67b2b9b92c91ce885b3df68c90b38e633b57c0c79e2bfc02c35f3e73a1
+size 4940530208

SambaLingo-Thai-Base-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df32d8ba878152baa2e4cab297fdc2edc84fdefb4e0477d6d9d4424573c6d00d
+size 4809064992

SambaLingo-Thai-Base-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8b7bb7db734645279d4285907cbc3a91f547b35d1fec8f39ec67add5979dda2
+size 5700354592

SambaLingo-Thai-Base-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd60a6ca41ef11b9eac036957e4ca67490fb51bafed693b63065255d3215e836
+size 7382532640