Instructions to use ghost-x/ghost-8b-beta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use ghost-x/ghost-8b-beta with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="ghost-x/ghost-8b-beta")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("ghost-x/ghost-8b-beta")
model = AutoModelForCausalLM.from_pretrained("ghost-x/ghost-8b-beta", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use ghost-x/ghost-8b-beta with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "ghost-x/ghost-8b-beta"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "ghost-x/ghost-8b-beta",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/ghost-x/ghost-8b-beta

SGLang

How to use ghost-x/ghost-8b-beta with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "ghost-x/ghost-8b-beta" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "ghost-x/ghost-8b-beta",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "ghost-x/ghost-8b-beta" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "ghost-x/ghost-8b-beta",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Unsloth Desktop
Docker Model Runner
How to use ghost-x/ghost-8b-beta with Docker Model Runner:
```
docker model run hf.co/ghost-x/ghost-8b-beta
```

lamhieu commited on Jul 23, 2024

Commit

7bc85f1

verified ·

1 Parent(s): 1af83cb

chore: update README.md content

Browse files

Files changed (1) hide show

README.md +1 -2

README.md CHANGED Viewed

@@ -71,7 +71,7 @@ Xin chào! Tôi là Ghost 8B Beta, một trợ lý AI thân thiện muốn giúp
 ### Specifications
-- Name: **Ghost 8B Beta (aka: Ghost 8B Beta Llama3)**.
 - Version: **disl-0x5 (aka: d0x5)**.
 - Model size: 8 billion parameters.
 - Context length: 8K, 8192 / 128K, 131072.
@@ -80,7 +80,6 @@ Xin chào! Tôi là Ghost 8B Beta, một trợ lý AI thân thiện muốn giúp
 - License: [Ghost Open LLMs LICENSE](https://ghost-x.org/ghost-open-llms-license), [Llama 3 LICENSE](https://huggingface.co/meta-llama/Meta-Llama-3-8B/blob/main/LICENSE).
 - Distributions: Standard (BF16), GGUF, AWQ.
 - Developed by: **Ghost X**, [Hieu Lam](https://huggingface.co/lamhieu).
-- Status: Moderating / Previewing.
 #### Links

 ### Specifications
+- Name: **Ghost 8B Beta (aka: Llama 3 - Ghost 8B Beta)**.
 - Version: **disl-0x5 (aka: d0x5)**.
 - Model size: 8 billion parameters.
 - Context length: 8K, 8192 / 128K, 131072.
 - License: [Ghost Open LLMs LICENSE](https://ghost-x.org/ghost-open-llms-license), [Llama 3 LICENSE](https://huggingface.co/meta-llama/Meta-Llama-3-8B/blob/main/LICENSE).
 - Distributions: Standard (BF16), GGUF, AWQ.
 - Developed by: **Ghost X**, [Hieu Lam](https://huggingface.co/lamhieu).
 #### Links