Instructions to use aeonium/Aeonium-v1.1-Chat-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use aeonium/Aeonium-v1.1-Chat-4B with Transformers:

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

pipe = pipeline("text-generation", model="aeonium/Aeonium-v1.1-Chat-4B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("aeonium/Aeonium-v1.1-Chat-4B")
model = AutoModelForCausalLM.from_pretrained("aeonium/Aeonium-v1.1-Chat-4B", 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=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use aeonium/Aeonium-v1.1-Chat-4B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "aeonium/Aeonium-v1.1-Chat-4B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "aeonium/Aeonium-v1.1-Chat-4B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/aeonium/Aeonium-v1.1-Chat-4B

SGLang

How to use aeonium/Aeonium-v1.1-Chat-4B 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 "aeonium/Aeonium-v1.1-Chat-4B" \
    --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": "aeonium/Aeonium-v1.1-Chat-4B",
		"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 "aeonium/Aeonium-v1.1-Chat-4B" \
        --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": "aeonium/Aeonium-v1.1-Chat-4B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use aeonium/Aeonium-v1.1-Chat-4B with Docker Model Runner:
```
docker model run hf.co/aeonium/Aeonium-v1.1-Chat-4B
```

0x7o commited on Jul 5, 2024

Commit

534520a

verified ·

1 Parent(s): a7ba334

Upload tokenizer

Browse files

Files changed (3) hide show

special_tokens_map.json +1 -7
tokenizer.json +1 -6
tokenizer_config.json +1 -1

special_tokens_map.json CHANGED Viewed

@@ -11,13 +11,7 @@
     "rstrip": false,
     "single_word": false
   },
-  "eos_token": {
-    "content": "<|end_of_text|>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
   "pad_token": {
     "content": "<|end_of_text|>",
     "lstrip": false,

     "rstrip": false,
     "single_word": false
   },
+  "eos_token": "<|im_end|>",
   "pad_token": {
     "content": "<|end_of_text|>",
     "lstrip": false,

tokenizer.json CHANGED Viewed

@@ -1,11 +1,6 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 128,
-    "strategy": "LongestFirst",
-    "stride": 0
-  },
   "padding": null,
   "added_tokens": [
     {

 {
   "version": "1.0",
+  "truncation": null,
   "padding": null,
   "added_tokens": [
     {

tokenizer_config.json CHANGED Viewed

@@ -2073,7 +2073,7 @@
   "bos_token": "<|begin_of_text|>",
   "chat_template": "{% for message in messages %}{{ '<|im_start|>' + message['role'] + '\n' + message['content'] | trim + '<|im_end|>\n' }}{% endfor %}",
   "clean_up_tokenization_spaces": true,
-  "eos_token": "<|end_of_text|>",
   "model_input_names": [
     "input_ids",
     "attention_mask"

   "bos_token": "<|begin_of_text|>",
   "chat_template": "{% for message in messages %}{{ '<|im_start|>' + message['role'] + '\n' + message['content'] | trim + '<|im_end|>\n' }}{% endfor %}",
   "clean_up_tokenization_spaces": true,
+  "eos_token": "<|im_end|>",
   "model_input_names": [
     "input_ids",
     "attention_mask"