Instructions to use mradermacher/glimpse-v1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mradermacher/glimpse-v1-GGUF with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mradermacher/glimpse-v1-GGUF", dtype="auto") - llama-cpp-python
How to use mradermacher/glimpse-v1-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="mradermacher/glimpse-v1-GGUF", filename="glimpse-v1.IQ4_XS.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 mradermacher/glimpse-v1-GGUF with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf mradermacher/glimpse-v1-GGUF:Q4_K_M # Run inference directly in the terminal: llama-cli -hf mradermacher/glimpse-v1-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf mradermacher/glimpse-v1-GGUF:Q4_K_M # Run inference directly in the terminal: llama-cli -hf mradermacher/glimpse-v1-GGUF:Q4_K_M
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 mradermacher/glimpse-v1-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf mradermacher/glimpse-v1-GGUF:Q4_K_M
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 mradermacher/glimpse-v1-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf mradermacher/glimpse-v1-GGUF:Q4_K_M
Use Docker
docker model run hf.co/mradermacher/glimpse-v1-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use mradermacher/glimpse-v1-GGUF with Ollama:
ollama run hf.co/mradermacher/glimpse-v1-GGUF:Q4_K_M
- Unsloth Studio
How to use mradermacher/glimpse-v1-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 mradermacher/glimpse-v1-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 mradermacher/glimpse-v1-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for mradermacher/glimpse-v1-GGUF to start chatting
- Atomic Chat new
- Docker Model Runner
How to use mradermacher/glimpse-v1-GGUF with Docker Model Runner:
docker model run hf.co/mradermacher/glimpse-v1-GGUF:Q4_K_M
- Lemonade
How to use mradermacher/glimpse-v1-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull mradermacher/glimpse-v1-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.glimpse-v1-GGUF-Q4_K_M
List all available models
lemonade list
Publish quants to Ollama?
Hey, just wanted to say thank you for creating all the quants!
Would it be ok if I publish them on ollama?
Also, in case you're interested, join our discord as a model developer. We could use someone with your experience!
Hey, the quants are open to anyone, so yeah, you can publish them, especially since you are the owner of the model anyways =)
for the discord, who are you inviting? we are a team =)
Thanks! Oh I thought you were someone using LLM Vision already. Still welcome to join though :)
we have tens of thousands of models, so... we are not testing manually each and every one, we wont have enough time and hardware for that =)
(what do I do on your discord server ?)
Hey, just wanted to say thank you for creating all the quants!
Would it be ok if I publish them on ollama?Also, in case you're interested, join our discord as a model developer. We could use someone with your experience!
Have you heard about the magic command ollama run hf.co/mradermacher/glimpse-v1-GGUF:Q4_K_M its alredy usable, but you can publish
we have tens of thousands of models, so... we are not testing manually each and every one, we wont have enough time and hardware for that =)
(what do I do on your discord server ?)
Yeah of course, no worries! I thought you we're already involved with the project. We're building (and improving) a model to summarize security camera footage for notifications. Here's the website if you're interested: https://llmvision.org/glimpse/
Either way, thanks again and sorry for misinterpreting =)
Have you heard about the magic command
ollama run hf.co/mradermacher/glimpse-v1-GGUF:Q4_K_Mits alredy usable, but you can publish
I did not, but thanks for pointing it out!
well, good luck with your project =)