Instructions to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424", dtype="auto")

llama-cpp-python

How to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424",
	filename="tinyllama-function-call-GGFU-010524.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 unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424
# Run inference directly in the terminal:
llama-cli -hf unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424
# Run inference directly in the terminal:
llama-cli -hf unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424

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 unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424
# Run inference directly in the terminal:
./llama-cli -hf unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424

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 unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424
# Run inference directly in the terminal:
./build/bin/llama-cli -hf unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424

Use Docker

docker model run hf.co/unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424

LM Studio
Jan
Ollama
How to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with Ollama:
```
ollama run hf.co/unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424
```

Unsloth Studio new

How to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 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 unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 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 unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 to start chatting

Docker Model Runner
How to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with Docker Model Runner:
```
docker model run hf.co/unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424
```

Lemonade

How to use unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424 with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424

Run and chat with the model

lemonade run user.tinyllama-function-call-Q4_K_M_GGFU-250424-{{QUANT_TAG}}

List all available models

lemonade list

unclecode commited on Apr 25, 2024

Commit

4c7a1d9

verified ·

1 Parent(s): ad707e6

Update README.md

Browse files

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README.md +6 -11

README.md CHANGED Viewed

@@ -3,16 +3,6 @@ language:
 - en
 license: apache-2.0
 tags:
-- text-generation-inference
-- transformers
-- unsloth
-- llama
-- trl
-base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
----
----
-tags:
 - function calling
 - tool use
 - llama
@@ -21,7 +11,12 @@ tags:
 - instruct-tuned
 - 4-bit quantization
 - ggfu
-license: apache-2.0
 ---
 # Function Calling and Tool Use LLaMA Models

 - en
 license: apache-2.0
 tags:
 - function calling
 - tool use
 - llama
 - instruct-tuned
 - 4-bit quantization
 - ggfu
+- text-generation-inference
+- transformers
+- unsloth
+- llama
+- trl
+base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
 ---
 # Function Calling and Tool Use LLaMA Models