Instructions to use 01-ai/Yi-34B-Chat with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use 01-ai/Yi-34B-Chat with Transformers:

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

pipe = pipeline("text-generation", model="01-ai/Yi-34B-Chat")
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("01-ai/Yi-34B-Chat")
model = AutoModelForCausalLM.from_pretrained("01-ai/Yi-34B-Chat", 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 01-ai/Yi-34B-Chat with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "01-ai/Yi-34B-Chat"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "01-ai/Yi-34B-Chat",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/01-ai/Yi-34B-Chat

SGLang

How to use 01-ai/Yi-34B-Chat 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 "01-ai/Yi-34B-Chat" \
    --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": "01-ai/Yi-34B-Chat",
		"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 "01-ai/Yi-34B-Chat" \
        --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": "01-ai/Yi-34B-Chat",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use 01-ai/Yi-34B-Chat with Docker Model Runner:
```
docker model run hf.co/01-ai/Yi-34B-Chat
```

Update README.md

#17

by xianbao - opened Feb 29, 2024

base: refs/heads/main

←

from: refs/pr/17

Discussion Files changed

+29

-9

Files changed (1) hide show

README.md +29 -9

README.md CHANGED Viewed

@@ -3,15 +3,35 @@ license: other
 license_name: yi-license
 license_link: LICENSE
 widget:
-  - example_title: "Yi-34B-Chat"
-    text: "hi"
-    output:
-      text: " Hello! How can I assist you today?"
-  - example_title: "Yi-34B"
-    text: "There's a place where time stands still. A place of breath taking wonder, but also"
-    output:
-      text: " an eerie sense that something is just not right…\nBetween the two worlds lies The Forgotten Kingdom - home to creatures long since thought extinct and ancient magic so strong it defies belief! Only here can you find what has been lost for centuries: An Elixir Of Life which will restore youth and vitality if only those who seek its power are brave enough to face up against all manner of dangers lurking in this mysterious land! But beware; some say there may even exist powerful entities beyond our comprehension whose intentions towards humanity remain unclear at best ---- they might want nothing more than destruction itself rather then anything else from their quest after immortality (and maybe someone should tell them about modern medicine)? In any event though – one thing remains true regardless : whether or not success comes easy depends entirely upon how much effort we put into conquering whatever challenges lie ahead along with having faith deep down inside ourselves too ;) So let’s get started now shall We?"
 pipeline_tag: text-generation
 ---
 <div align="center">
@@ -1161,4 +1181,4 @@ For free commercial use, you only need to send an email to [get official commerc
 <p align="right"> [
   <a href="#top">Back to top ⬆️ </a>  ]
-</p>

 license_name: yi-license
 license_link: LICENSE
 widget:
+- example_title: Yi-34B-Chat
+  text: hi
+  output:
+    text: ' Hello! How can I assist you today?'
+- example_title: Yi-34B
+  text: >-
+    There's a place where time stands still. A place of breath taking wonder,
+    but also
+  output:
+    text: >2-
+       an eerie sense that something is just not right…
+      Between the two worlds lies The Forgotten Kingdom - home to creatures long
+      since thought extinct and ancient magic so strong it defies belief! Only
+      here can you find what has been lost for centuries: An Elixir Of Life
+      which will restore youth and vitality if only those who seek its power are
+      brave enough to face up against all manner of dangers lurking in this
+      mysterious land! But beware; some say there may even exist powerful
+      entities beyond our comprehension whose intentions towards humanity remain
+      unclear at best ---- they might want nothing more than destruction itself
+      rather then anything else from their quest after immortality (and maybe
+      someone should tell them about modern medicine)? In any event though – one
+      thing remains true regardless : whether or not success comes easy depends
+      entirely upon how much effort we put into conquering whatever challenges
+      lie ahead along with having faith deep down inside ourselves too ;) So
+      let’s get started now shall We?
 pipeline_tag: text-generation
+language:
+- en
+- zh
 ---
 <div align="center">
 <p align="right"> [
   <a href="#top">Back to top ⬆️ </a>  ]
+</p>