Instructions to use internlm/internlm2-chat-1_8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use internlm/internlm2-chat-1_8b with Transformers:

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

pipe = pipeline("text-generation", model="internlm/internlm2-chat-1_8b", trust_remote_code=True)
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("internlm/internlm2-chat-1_8b", trust_remote_code=True, dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use internlm/internlm2-chat-1_8b with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "internlm/internlm2-chat-1_8b"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "internlm/internlm2-chat-1_8b",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/internlm/internlm2-chat-1_8b

SGLang

How to use internlm/internlm2-chat-1_8b 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 "internlm/internlm2-chat-1_8b" \
    --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": "internlm/internlm2-chat-1_8b",
		"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 "internlm/internlm2-chat-1_8b" \
        --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": "internlm/internlm2-chat-1_8b",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use internlm/internlm2-chat-1_8b with Docker Model Runner:
```
docker model run hf.co/internlm/internlm2-chat-1_8b
```

internlm2-chat-1_8b

Commit History

replace get_max_length

21ccc64

x54-729 commited on Mar 13, 2025

update modeling file to newest

889898a

x54-729 commited on Aug 20, 2024

update opencompass url

864611a

x54-729 commited on Jul 3, 2024

transforer version

89d3fde

x54-729 commited on Jul 2, 2024

update opencompass leaderboard url

4459484

x54-729 commited on Jul 2, 2024

fix flash attention import

f52d48e

x54-729 commited on Jun 21, 2024

small update

d21b0ad

x54-729 commited on Jun 19, 2024

update for new version

f217a2f

x54-729 commited on Jun 17, 2024

fix eos & update README for tech report

4e226ee

x54-729 commited on May 14, 2024

update model weights

ecccbb5

ZwwWayne commited on Mar 19, 2024

fix no white space when using stream_chat with fast tokenizer

f842a52

x54-729 commited on Feb 28, 2024

Add special tokens for chat

aa8a745

x54-729 commited on Feb 26, 2024

fix README

75131b4

x54-729 commited on Feb 8, 2024

Update README.md (#1)

cfdbca8
verified

ZwwWayne

kmno4 commited on Feb 8, 2024

update README.MD

1fa74c1

ZwwWayne commited on Feb 7, 2024

update tokenizers

38ae535

ZwwWayne commited on Feb 7, 2024

update model weights

21e46b7

ZwwWayne commited on Feb 7, 2024

initial commit

1248261
verified

ZwwWayne commited on Jan 30, 2024

Commit History

replace get_max_length 21ccc64

update modeling file to newest 889898a

update opencompass url 864611a

transforer version 89d3fde

update opencompass leaderboard url 4459484

fix flash attention import f52d48e

small update d21b0ad

update for new version f217a2f

fix eos & update README for tech report 4e226ee

update model weights ecccbb5

fix no white space when using stream_chat with fast tokenizer f842a52

Add special tokens for chat aa8a745

fix README 75131b4

Update README.md (#1) cfdbca8 verified

update README.MD 1fa74c1

update tokenizers 38ae535

update model weights 21e46b7

initial commit 1248261 verified

replace get_max_length

21ccc64

update modeling file to newest

889898a

update opencompass url

864611a

transforer version

89d3fde

update opencompass leaderboard url

4459484

fix flash attention import

f52d48e

small update

d21b0ad

update for new version

f217a2f

fix eos & update README for tech report

4e226ee

update model weights

ecccbb5

fix no white space when using stream_chat with fast tokenizer

f842a52

Add special tokens for chat

aa8a745

fix README

75131b4

Update README.md (#1)

cfdbca8
verified

update README.MD

1fa74c1

update tokenizers

38ae535

update model weights

21e46b7

initial commit

1248261
verified