Instructions to use tensorblock/llama-ko-peft-v0.6-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tensorblock/llama-ko-peft-v0.6-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K # Run inference directly in the terminal: llama cli -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K # Run inference directly in the terminal: llama cli -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K # Run inference directly in the terminal: ./llama-cli -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
Use Docker
docker model run hf.co/tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
- LM Studio
- Jan
- Ollama
How to use tensorblock/llama-ko-peft-v0.6-GGUF with Ollama:
ollama run hf.co/tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
- Unsloth Desktop
- Docker Model Runner
How to use tensorblock/llama-ko-peft-v0.6-GGUF with Docker Model Runner:
docker model run hf.co/tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
- Lemonade
How to use tensorblock/llama-ko-peft-v0.6-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tensorblock/llama-ko-peft-v0.6-GGUF:Q2_K
Run and chat with the model
lemonade run user.llama-ko-peft-v0.6-GGUF-Q2_K
List all available models
lemonade list
- Atomic Chat
Upload folder using huggingface_hub
Browse files- .gitattributes +12 -0
- README.md +78 -0
- llama-ko-peft-v0.6-Q2_K.gguf +3 -0
- llama-ko-peft-v0.6-Q3_K_L.gguf +3 -0
- llama-ko-peft-v0.6-Q3_K_M.gguf +3 -0
- llama-ko-peft-v0.6-Q3_K_S.gguf +3 -0
- llama-ko-peft-v0.6-Q4_0.gguf +3 -0
- llama-ko-peft-v0.6-Q4_K_M.gguf +3 -0
- llama-ko-peft-v0.6-Q4_K_S.gguf +3 -0
- llama-ko-peft-v0.6-Q5_0.gguf +3 -0
- llama-ko-peft-v0.6-Q5_K_M.gguf +3 -0
- llama-ko-peft-v0.6-Q5_K_S.gguf +3 -0
- llama-ko-peft-v0.6-Q6_K.gguf +3 -0
- llama-ko-peft-v0.6-Q8_0.gguf +3 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
llama-ko-peft-v0.6-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
llama-ko-peft-v0.6-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
llama-ko-peft-v0.6-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 39 |
+
llama-ko-peft-v0.6-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 40 |
+
llama-ko-peft-v0.6-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
llama-ko-peft-v0.6-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 42 |
+
llama-ko-peft-v0.6-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 43 |
+
llama-ko-peft-v0.6-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 44 |
+
llama-ko-peft-v0.6-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 45 |
+
llama-ko-peft-v0.6-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 46 |
+
llama-ko-peft-v0.6-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 47 |
+
llama-ko-peft-v0.6-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
language:
|
| 4 |
+
- ko
|
| 5 |
+
tags:
|
| 6 |
+
- TensorBlock
|
| 7 |
+
- GGUF
|
| 8 |
+
base_model: colable/llama-ko-peft-v0.6
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
<div style="width: auto; margin-left: auto; margin-right: auto">
|
| 12 |
+
<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
|
| 13 |
+
</div>
|
| 14 |
+
<div style="display: flex; justify-content: space-between; width: 100%;">
|
| 15 |
+
<div style="display: flex; flex-direction: column; align-items: flex-start;">
|
| 16 |
+
<p style="margin-top: 0.5em; margin-bottom: 0em;">
|
| 17 |
+
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>
|
| 18 |
+
</p>
|
| 19 |
+
</div>
|
| 20 |
+
</div>
|
| 21 |
+
|
| 22 |
+
## colable/llama-ko-peft-v0.6 - GGUF
|
| 23 |
+
|
| 24 |
+
This repo contains GGUF format model files for [colable/llama-ko-peft-v0.6](https://huggingface.co/colable/llama-ko-peft-v0.6).
|
| 25 |
+
|
| 26 |
+
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).
|
| 27 |
+
|
| 28 |
+
<div style="text-align: left; margin: 20px 0;">
|
| 29 |
+
<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;">
|
| 30 |
+
Run them on the TensorBlock client using your local machine ↗
|
| 31 |
+
</a>
|
| 32 |
+
</div>
|
| 33 |
+
|
| 34 |
+
## Prompt template
|
| 35 |
+
|
| 36 |
+
```
|
| 37 |
+
|
| 38 |
+
```
|
| 39 |
+
|
| 40 |
+
## Model file specification
|
| 41 |
+
|
| 42 |
+
| Filename | Quant type | File Size | Description |
|
| 43 |
+
| -------- | ---------- | --------- | ----------- |
|
| 44 |
+
| [llama-ko-peft-v0.6-Q2_K.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q2_K.gguf) | Q2_K | 2.422 GB | smallest, significant quality loss - not recommended for most purposes |
|
| 45 |
+
| [llama-ko-peft-v0.6-Q3_K_S.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q3_K_S.gguf) | Q3_K_S | 2.815 GB | very small, high quality loss |
|
| 46 |
+
| [llama-ko-peft-v0.6-Q3_K_M.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q3_K_M.gguf) | Q3_K_M | 3.140 GB | very small, high quality loss |
|
| 47 |
+
| [llama-ko-peft-v0.6-Q3_K_L.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q3_K_L.gguf) | Q3_K_L | 3.419 GB | small, substantial quality loss |
|
| 48 |
+
| [llama-ko-peft-v0.6-Q4_0.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q4_0.gguf) | Q4_0 | 3.639 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
|
| 49 |
+
| [llama-ko-peft-v0.6-Q4_K_S.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q4_K_S.gguf) | Q4_K_S | 3.668 GB | small, greater quality loss |
|
| 50 |
+
| [llama-ko-peft-v0.6-Q4_K_M.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q4_K_M.gguf) | Q4_K_M | 3.877 GB | medium, balanced quality - recommended |
|
| 51 |
+
| [llama-ko-peft-v0.6-Q5_0.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q5_0.gguf) | Q5_0 | 4.415 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
|
| 52 |
+
| [llama-ko-peft-v0.6-Q5_K_S.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q5_K_S.gguf) | Q5_K_S | 4.415 GB | large, low quality loss - recommended |
|
| 53 |
+
| [llama-ko-peft-v0.6-Q5_K_M.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q5_K_M.gguf) | Q5_K_M | 4.537 GB | large, very low quality loss - recommended |
|
| 54 |
+
| [llama-ko-peft-v0.6-Q6_K.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q6_K.gguf) | Q6_K | 5.240 GB | very large, extremely low quality loss |
|
| 55 |
+
| [llama-ko-peft-v0.6-Q8_0.gguf](https://huggingface.co/tensorblock/llama-ko-peft-v0.6-GGUF/blob/main/llama-ko-peft-v0.6-Q8_0.gguf) | Q8_0 | 6.786 GB | very large, extremely low quality loss - not recommended |
|
| 56 |
+
|
| 57 |
+
|
| 58 |
+
## Downloading instruction
|
| 59 |
+
|
| 60 |
+
### Command line
|
| 61 |
+
|
| 62 |
+
Firstly, install Huggingface Client
|
| 63 |
+
|
| 64 |
+
```shell
|
| 65 |
+
pip install -U "huggingface_hub[cli]"
|
| 66 |
+
```
|
| 67 |
+
|
| 68 |
+
Then, downoad the individual model file the a local directory
|
| 69 |
+
|
| 70 |
+
```shell
|
| 71 |
+
huggingface-cli download tensorblock/llama-ko-peft-v0.6-GGUF --include "llama-ko-peft-v0.6-Q2_K.gguf" --local-dir MY_LOCAL_DIR
|
| 72 |
+
```
|
| 73 |
+
|
| 74 |
+
If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
|
| 75 |
+
|
| 76 |
+
```shell
|
| 77 |
+
huggingface-cli download tensorblock/llama-ko-peft-v0.6-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
|
| 78 |
+
```
|
llama-ko-peft-v0.6-Q2_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:857b37a246e1d530c28e546438d304e69cdb0cc51751e038b4e9d78d7040a2d0
|
| 3 |
+
size 2600652832
|
llama-ko-peft-v0.6-Q3_K_L.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e09600135b8a6d1dc8d6360c7ce05b9cab6328fa04334990d906ed961dc2dcd9
|
| 3 |
+
size 3670863904
|
llama-ko-peft-v0.6-Q3_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8eb9a0ab9f48db7491137dc78e4b563fbea2197fecafe090834051d5acd59bda
|
| 3 |
+
size 3371757600
|
llama-ko-peft-v0.6-Q3_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:decec9a2fee2983484d9787b3fce34cf4acfa318528a1d762a289d1ef50f1f05
|
| 3 |
+
size 3022057504
|
llama-ko-peft-v0.6-Q4_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:806a4e959de86b13bb1ed2f1212fc3f834dd96ffed2bec4754f6aeb03a2b2ef1
|
| 3 |
+
size 3907358752
|
llama-ko-peft-v0.6-Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:53ea1f44718b6ef4d084b632b36b69e56b743f5ed4d3896c1acf0b564833c08d
|
| 3 |
+
size 4162555936
|
llama-ko-peft-v0.6-Q4_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:678ef0d3aac672ef97079ead28a883b7906c2ae21a359e7e8da6be3087afb832
|
| 3 |
+
size 3938291744
|
llama-ko-peft-v0.6-Q5_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a65698c0fa6385ccb686f850dbf44f15affb0bf3979298059c128cb410dd6ab7
|
| 3 |
+
size 4740583456
|
llama-ko-peft-v0.6-Q5_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4c5679c57840b989ca32bb1d231fc173746125e40d3268ffe607b938f7f5c489
|
| 3 |
+
size 4872048672
|
llama-ko-peft-v0.6-Q5_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:497615a0f72e3ce9ef49a1ece036e97feaec015c8d3c506271a8abd36341f1de
|
| 3 |
+
size 4740583456
|
llama-ko-peft-v0.6-Q6_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c7400e77b73b122aaad0a995f46931cc6b0bd404f588dd2c2573ced2489627e
|
| 3 |
+
size 5625884704
|
llama-ko-peft-v0.6-Q8_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5324ee8e641bf7cec705c1ce553e21d41dbde22c4320412bd5e25fba1740206b
|
| 3 |
+
size 7286222880
|