Instructions to use totoku/apex-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use totoku/apex-models with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("totoku/apex-models", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use totoku/apex-models with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf totoku/apex-models:Q4_K_M # Run inference directly in the terminal: llama cli -hf totoku/apex-models:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf totoku/apex-models:Q4_K_M # Run inference directly in the terminal: llama cli -hf totoku/apex-models: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 totoku/apex-models:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf totoku/apex-models: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 totoku/apex-models:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf totoku/apex-models:Q4_K_M
Use Docker
docker model run hf.co/totoku/apex-models:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use totoku/apex-models with Ollama:
ollama run hf.co/totoku/apex-models:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use totoku/apex-models with Docker Model Runner:
docker model run hf.co/totoku/apex-models:Q4_K_M
- Lemonade
How to use totoku/apex-models with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull totoku/apex-models:Q4_K_M
Run and chat with the model
lemonade run user.apex-models-Q4_K_M
List all available models
lemonade list
- Atomic Chat
File size: 541 Bytes
ddff7e4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | {
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"feature_extractor_type": "ClapFeatureExtractor",
"feature_size": 64,
"fft_window_size": 1024,
"frequency_max": 14000,
"frequency_min": 50,
"hop_length": 480,
"max_length_s": 10,
"n_fft": 1024,
"nb_frequency_bins": 513,
"nb_max_frames": 1000,
"nb_max_samples": 480000,
"padding": "repeatpad",
"padding_side": "right",
"padding_value": 0.0,
"processor_class": "ClapProcessor",
"return_attention_mask": false,
"sampling_rate": 48000,
"top_db": null,
"truncation": "rand_trunc"
}
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