Instructions to use prajwalJumde/outputs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use prajwalJumde/outputs with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/orpheus-3b-0.1-ft") model = PeftModel.from_pretrained(base_model, "prajwalJumde/outputs") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use prajwalJumde/outputs 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 prajwalJumde/outputs:Q4_K_M # Run inference directly in the terminal: llama cli -hf prajwalJumde/outputs:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf prajwalJumde/outputs:Q4_K_M # Run inference directly in the terminal: llama cli -hf prajwalJumde/outputs:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf prajwalJumde/outputs:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf prajwalJumde/outputs:Q4_K_M
Use Docker
docker model run hf.co/prajwalJumde/outputs:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use prajwalJumde/outputs with Ollama:
ollama run hf.co/prajwalJumde/outputs:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use prajwalJumde/outputs with Docker Model Runner:
docker model run hf.co/prajwalJumde/outputs:Q4_K_M
- Lemonade
How to use prajwalJumde/outputs with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull prajwalJumde/outputs:Q4_K_M
Run and chat with the model
lemonade run user.outputs-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Download Modelfile from prajwalJumde/outputs: direct link, hf CLI and curl.
- Browser
- Download file 301 Bytes
-
https://huggingface.co/prajwalJumde/outputs/resolve/main/Modelfile
- Command line
-
hf download hf://prajwalJumde/outputs/Modelfile
-
curl -L -o Modelfile https://huggingface.co/prajwalJumde/outputs/resolve/main/Modelfile
301 Bytes
| FROM ./prajwalJumde/outputs/unsloth.F16.gguf | |
| TEMPLATE """{{ if .System }}<|im_start|>system | |
| {{ .System }}<|im_end|> | |
| {{ end }}{{ if .Prompt }}<|im_start|>user | |
| {{ .Prompt }}<|im_end|> | |
| {{ end }}<|im_start|>assistant | |
| {{ .Response }}<|im_end|> | |
| """ | |
| PARAMETER stop "<|im_start|>" | |
| PARAMETER stop "<|im_end|>" |