Instructions to use tensorblock/tiny-random-qwen2-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tensorblock/tiny-random-qwen2-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("tensorblock/tiny-random-qwen2-GGUF", dtype="auto")

llama-cpp-python

How to use tensorblock/tiny-random-qwen2-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tensorblock/tiny-random-qwen2-GGUF",
	filename="tiny-random-qwen2-Q2_K.gguf",
)

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

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use tensorblock/tiny-random-qwen2-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/tiny-random-qwen2-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/tiny-random-qwen2-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/tiny-random-qwen2-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/tiny-random-qwen2-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/tiny-random-qwen2-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/tiny-random-qwen2-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/tiny-random-qwen2-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/tiny-random-qwen2-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/tiny-random-qwen2-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/tiny-random-qwen2-GGUF with Ollama:
```
ollama run hf.co/tensorblock/tiny-random-qwen2-GGUF:Q2_K
```

Unsloth Studio

How to use tensorblock/tiny-random-qwen2-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/tiny-random-qwen2-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/tiny-random-qwen2-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/tiny-random-qwen2-GGUF to start chatting

Docker Model Runner
How to use tensorblock/tiny-random-qwen2-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/tiny-random-qwen2-GGUF:Q2_K
```

Lemonade

How to use tensorblock/tiny-random-qwen2-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/tiny-random-qwen2-GGUF:Q2_K

Run and chat with the model

lemonade run user.tiny-random-qwen2-GGUF-Q2_K

List all available models

lemonade list

morriszms commited on Jan 27

Commit

8f145aa

verified ·

1 Parent(s): bc0b982

Remove .gguf files (keep Q2_K.gguf)

Browse files

Files changed (11) hide show

tiny-random-qwen2-Q3_K_L.gguf +0 -3
tiny-random-qwen2-Q3_K_M.gguf +0 -3
tiny-random-qwen2-Q3_K_S.gguf +0 -3
tiny-random-qwen2-Q4_0.gguf +0 -3
tiny-random-qwen2-Q4_K_M.gguf +0 -3
tiny-random-qwen2-Q4_K_S.gguf +0 -3
tiny-random-qwen2-Q5_0.gguf +0 -3
tiny-random-qwen2-Q5_K_M.gguf +0 -3
tiny-random-qwen2-Q5_K_S.gguf +0 -3
tiny-random-qwen2-Q6_K.gguf +0 -3
tiny-random-qwen2-Q8_0.gguf +0 -3

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7fc44b717b773704d64fe9474bc9c3bb830885c2ee85dac44031171dd45e2f88
-size 106631136

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:423cd613354de5d2a88b30aa2c695bd2e160554384884df0f7937acbd6688861
-size 106477536

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:af0e02443e9fa18cab6ae1bf2bac2958089b753599ddc496c22626fdf3b4f6c7
-size 106096608

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8344423d98d90cca615f104f164bdb261593d13548923304966ac3caf1260ebc
-size 117081056

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e3b58801e6e1a6040228ad4cfbb00a5130478e16cb6e4d506bf3db3100a99b22
-size 117588960