Instructions to use tensorblock/yi-ko-6b-text2sql-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tensorblock/yi-ko-6b-text2sql-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("tensorblock/yi-ko-6b-text2sql-GGUF", dtype="auto")

llama-cpp-python

How to use tensorblock/yi-ko-6b-text2sql-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tensorblock/yi-ko-6b-text2sql-GGUF",
	filename="yi-ko-6b-text2sql-Q2_K.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use tensorblock/yi-ko-6b-text2sql-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/yi-ko-6b-text2sql-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/yi-ko-6b-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/yi-ko-6b-text2sql-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/yi-ko-6b-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/yi-ko-6b-text2sql-GGUF with Ollama:
```
ollama run hf.co/tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K
```

Unsloth Studio

How to use tensorblock/yi-ko-6b-text2sql-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for tensorblock/yi-ko-6b-text2sql-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for tensorblock/yi-ko-6b-text2sql-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for tensorblock/yi-ko-6b-text2sql-GGUF to start chatting

Docker Model Runner
How to use tensorblock/yi-ko-6b-text2sql-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K
```

Lemonade

How to use tensorblock/yi-ko-6b-text2sql-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/yi-ko-6b-text2sql-GGUF:Q2_K

Run and chat with the model

lemonade run user.yi-ko-6b-text2sql-GGUF-Q2_K

List all available models

lemonade list

morriszms commited on Jan 27

Commit

111e640

verified ·

1 Parent(s): 9704c91

Remove .gguf files (keep Q2_K.gguf)

Browse files

Files changed (11) hide show

yi-ko-6b-text2sql-Q3_K_L.gguf +0 -3
yi-ko-6b-text2sql-Q3_K_M.gguf +0 -3
yi-ko-6b-text2sql-Q3_K_S.gguf +0 -3
yi-ko-6b-text2sql-Q4_0.gguf +0 -3
yi-ko-6b-text2sql-Q4_K_M.gguf +0 -3
yi-ko-6b-text2sql-Q4_K_S.gguf +0 -3
yi-ko-6b-text2sql-Q5_0.gguf +0 -3
yi-ko-6b-text2sql-Q5_K_M.gguf +0 -3
yi-ko-6b-text2sql-Q5_K_S.gguf +0 -3
yi-ko-6b-text2sql-Q6_K.gguf +0 -3
yi-ko-6b-text2sql-Q8_0.gguf +0 -3

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b37e83e029b728f35639631e550101093b3792fa444f13d0d34039e91f2ed793
-size 3311302432

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:42015d52ca9c77a534f9f27a6ff069dcde793e46dd1a5ee50afc7d7b95b2298b
-size 3067246368

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:deda8b5d040bee6bd376451228cf5da127aead052608cc5f9c5dbd21709bccea
-size 2783606560

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:109ecfb2a963da5a1ba35db1172ec5d97be94d08b6a63a2f85faf3d04d183f42
-size 3561604896

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2c9fbb64684f3ae4ce76438ce496dd9b17c77ca3612a052400506d9bf3e27d84
-size 3756246816