Instructions to use tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF", dtype="auto")

llama-cpp-python

How to use tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF",
	filename="Phi-3.5-mini-instruct-text2sql-Q2_K.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use tensorblock/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF with Ollama:
```
ollama run hf.co/tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K
```

Unsloth Studio new

How to use tensorblock/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-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/Phi-3.5-mini-instruct-text2sql-GGUF to start chatting

Docker Model Runner
How to use tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K
```

Lemonade

How to use tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/Phi-3.5-mini-instruct-text2sql-GGUF:Q2_K

Run and chat with the model

lemonade run user.Phi-3.5-mini-instruct-text2sql-GGUF-Q2_K

List all available models

lemonade list

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8ee4dd7c6c370e50d06724ed677bc2dd23dc1ba64cc7f21a2c3060229c7bcb67
-size 2045135680

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6e015372a683871c011740a04cd35bfac908b20190d64a71066c00620cb1de47
-size 1877625664

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3022fc9973506b936a75d1391854cbf8e188f95a53f73f9377493d06235ca986
-size 1681804096

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ffb32a1e7e992c3ce3c5f5c38fc4125cfc94b62d46627e6fe3688a192b558d7d
-size 2176182592

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a927d9449ac3228473423bd1379e332943ef5075856bb11ecddb857eac7c68ba
-size 2318920000

tensorblock
/

Phi-3.5-mini-instruct-text2sql-GGUF

Remove .gguf files (keep Q2_K.gguf)