Text Classification
GGUF
llama.cpp
laya
system-one
calibrated-decisions
rlcd
classification
routing
scoring
guardrails
moderation
reinforcement-learning
commercial-use
feature-extraction
Instructions to use fr0stbit3/laya-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use fr0stbit3/laya-gguf 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 fr0stbit3/laya-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf fr0stbit3/laya-gguf:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf fr0stbit3/laya-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf fr0stbit3/laya-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 fr0stbit3/laya-gguf:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf fr0stbit3/laya-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 fr0stbit3/laya-gguf:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf fr0stbit3/laya-gguf:Q4_K_M
Use Docker
docker model run hf.co/fr0stbit3/laya-gguf:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use fr0stbit3/laya-gguf with Ollama:
ollama run hf.co/fr0stbit3/laya-gguf:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use fr0stbit3/laya-gguf with Docker Model Runner:
docker model run hf.co/fr0stbit3/laya-gguf:Q4_K_M
- Lemonade
How to use fr0stbit3/laya-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull fr0stbit3/laya-gguf:Q4_K_M
Run and chat with the model
lemonade run user.laya-gguf-Q4_K_M
List all available models
lemonade list
- Atomic Chat
File size: 745 Bytes
8467341 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | {
"encoder": "answerdotai/ModernBERT-large",
"head_layers": 2,
"max_len": 512,
"head_max_len": 192,
"max_prefixes": 6,
"act_costs": {
"escalate": 0.5
},
"cost_wrong_act": 3.0,
"amp_dtype": "bf16",
"model_name": "rl-agent",
"temperature": [
1.6369030475616455,
1.2514300346374512,
1.983399510383606
],
"temperature_by_options": {
"choice:3-5": 1.7601518630981445,
"choice:6-10": 1.0000158548355103,
"score:3-5": 1.2514300346374512,
"noul:2": 1.983399510383606,
"choice:11+": 0.10058280825614929,
"choice:2": 1.9063563346862793
},
"training": {
"updates": 7313,
"epochs_completed": 1,
"hours": 1.96,
"world_size": 1,
"fine_tuned_from_checkpoint": true
}
} |