Instructions to use jialinyyzz/humanizer-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use jialinyyzz/humanizer-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 jialinyyzz/humanizer-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf jialinyyzz/humanizer-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 jialinyyzz/humanizer-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf jialinyyzz/humanizer-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 jialinyyzz/humanizer-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf jialinyyzz/humanizer-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 jialinyyzz/humanizer-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf jialinyyzz/humanizer-GGUF:Q4_K_M

Use Docker

docker model run hf.co/jialinyyzz/humanizer-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use jialinyyzz/humanizer-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "jialinyyzz/humanizer-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jialinyyzz/humanizer-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/jialinyyzz/humanizer-GGUF:Q4_K_M

Ollama
How to use jialinyyzz/humanizer-GGUF with Ollama:
```
ollama run hf.co/jialinyyzz/humanizer-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use jialinyyzz/humanizer-GGUF with Docker Model Runner:
```
docker model run hf.co/jialinyyzz/humanizer-GGUF:Q4_K_M
```

Lemonade

How to use jialinyyzz/humanizer-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull jialinyyzz/humanizer-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.humanizer-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

model just repeats the prompts

by deven367 - opened 4 days ago

Discussion

deven367

4 days ago

I'm using the bf16 checkpoint, and it just repeats the prompt given, idk if this is expected behavior?

jialinyyzz

Owner 4 days ago

Yes, that's the expected behavior, the model can only rewrites your input, it's not a general instruct model. It's aim to rewrites your ai paragraph into human style output

jialinyyzz

Owner 4 days ago

For the better rewrite performance (if you doing on some paragraph like that) ,just do it at one shot and then clear the context for the next run. (I only train it on one shot rewrite, with no iteration

deven367

4 days ago

Got it, thanks a lot for the prompt response!

deven367 changed discussion status to closed 4 days ago

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