Instructions to use ContaAI/ContaLLM-Food-Beverage-8B-Instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use ContaAI/ContaLLM-Food-Beverage-8B-Instruct with Transformers:

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

pipe = pipeline("text-generation", model="ContaAI/ContaLLM-Food-Beverage-8B-Instruct")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("ContaAI/ContaLLM-Food-Beverage-8B-Instruct")
model = AutoModelForCausalLM.from_pretrained("ContaAI/ContaLLM-Food-Beverage-8B-Instruct")
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

vLLM

How to use ContaAI/ContaLLM-Food-Beverage-8B-Instruct with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct

SGLang

How to use ContaAI/ContaLLM-Food-Beverage-8B-Instruct 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 "ContaAI/ContaLLM-Food-Beverage-8B-Instruct" \
    --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": "ContaAI/ContaLLM-Food-Beverage-8B-Instruct",
		"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 "ContaAI/ContaLLM-Food-Beverage-8B-Instruct" \
        --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": "ContaAI/ContaLLM-Food-Beverage-8B-Instruct",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use ContaAI/ContaLLM-Food-Beverage-8B-Instruct with Docker Model Runner:
```
docker model run hf.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct
```

Tonya77 commited on Dec 19, 2024

Commit

59bdbdd

verified ·

1 Parent(s): 871da84

Upload README.md

Browse files

Files changed (1) hide show

README.md +5 -5

README.md CHANGED Viewed

@@ -34,9 +34,9 @@ ContaLLM-Food-Beverage-8B-Instruct is a large Chinese vertical marketing model f
 | **Industry** | **Version** | **Llama 3.1 8B**
 |--------------|-------------|------------------------------------------------------------------------------------------------------------|
-| **Beauty**   | **bf16**    | [ContaAI/ContaLLM-Food-Beverage-8B-Instruct](https://huggingface.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct) |
-| **Beauty**   | **8bit**    | [ContaAI/ContaLLM-Food-Beverage-8B-Instruct-8bit](https://huggingface.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct-8bit) |
-| **Beauty**   | **4bit**    | [ContaAI/ContaLLM-Food-Beverage-8B-Instruct-4bit](https://huggingface.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct-4bit) |
 ## Using the model
@@ -52,7 +52,7 @@ model = AutoModelForCausalLM.from_pretrained("ContaAI/ContaLLM-Food-Beverage-8B-
 ### System Prompt
-The model is a Chinese beauty marketing model, so we use this system prompt by default:
 ```
 system_prompt = '请根据用户提供的营销需求、选品及其他信息写一篇食品饮料行业的营销推文。'
 ```
@@ -64,7 +64,7 @@ Users can enter the required marketing needs according to their own needs, non-r
 |-------------------|-----------------------|------------------------------------------------------------------------------------------------------|
 | **营销需求**          | required              | Fill in your marketing requirements, cannot be blank                                                 |
 | **选品**          | required              | Fill in your product selection, cannot be blank                                                 |
-| **选品知识库**          | required              | Fill in the relevant information/materials about your product, cannot be blank                     |
 | **关键词**           | optional              | Fill in your marketing keywords, or remove this row from the prompt                                  |
 | **标签**            | optional              | Fill in the hashtag, or remove this row from the prompt                                              |
 | **主推卖点**          | optional              | Fill in the main recommended selling points, or remove this row from the prompt |

 | **Industry** | **Version** | **Llama 3.1 8B**
 |--------------|-------------|------------------------------------------------------------------------------------------------------------|
+| **Food And Beverage**   | **bf16**    | [ContaAI/ContaLLM-Food-Beverage-8B-Instruct](https://huggingface.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct) |
+| **Food And Beverage**   | **8bit**    | [ContaAI/ContaLLM-Food-Beverage-8B-Instruct-8bit](https://huggingface.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct-8bit) |
+| **Food And Beverage**   | **4bit**    | [ContaAI/ContaLLM-Food-Beverage-8B-Instruct-4bit](https://huggingface.co/ContaAI/ContaLLM-Food-Beverage-8B-Instruct-4bit) |
 ## Using the model
 ### System Prompt
+This model is a Chinese marketing model for food and beverage industry, so we use this system prompt by default:
 ```
 system_prompt = '请根据用户提供的营销需求、选品及其他信息写一篇食品饮料行业的营销推文。'
 ```
 |-------------------|-----------------------|------------------------------------------------------------------------------------------------------|
 | **营销需求**          | required              | Fill in your marketing requirements, cannot be blank                                                 |
 | **选品**          | required              | Fill in your product selection, cannot be blank                                                 |
+| **选品知识库**          | required              | Fill in the relevant information/materials about your product, cannot be blank                    |
 | **关键词**           | optional              | Fill in your marketing keywords, or remove this row from the prompt                                  |
 | **标签**            | optional              | Fill in the hashtag, or remove this row from the prompt                                              |
 | **主推卖点**          | optional              | Fill in the main recommended selling points, or remove this row from the prompt |