Instructions to use GAIR/OpenSWE-72B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use GAIR/OpenSWE-72B with Transformers:

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

pipe = pipeline("text-generation", model="GAIR/OpenSWE-72B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("GAIR/OpenSWE-72B")
model = AutoModelForCausalLM.from_pretrained("GAIR/OpenSWE-72B", 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]:]))

Inference
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use GAIR/OpenSWE-72B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "GAIR/OpenSWE-72B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "GAIR/OpenSWE-72B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/GAIR/OpenSWE-72B

SGLang

How to use GAIR/OpenSWE-72B 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 "GAIR/OpenSWE-72B" \
    --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": "GAIR/OpenSWE-72B",
		"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 "GAIR/OpenSWE-72B" \
        --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": "GAIR/OpenSWE-72B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use GAIR/OpenSWE-72B with Docker Model Runner:
```
docker model run hf.co/GAIR/OpenSWE-72B
```

fudayuan commited on Mar 15

Commit

15f5e39

verified ·

1 Parent(s): a958872

Add files using upload-large-folder tool

Browse files

Files changed (8) hide show

model-00000-of-00028.safetensors +3 -0
model-00002-of-00028.safetensors +3 -0
model-00006-of-00028.safetensors +3 -0
model-00009-of-00028.safetensors +3 -0
model-00011-of-00028.safetensors +3 -0
model-00021-of-00028.safetensors +3 -0
model-00023-of-00028.safetensors +3 -0
model-00024-of-00028.safetensors +3 -0

model-00000-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:1b06b0f0f583c49478303fd2ab0bb4ad39f00827652d1fd66f4a85af46d865a8
+size 5309991440

model-00002-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9c7a861e4de390a8810c0d953cb5ea7fd2706d9771113b36dc1ea9c270ede40d
+size 5237139256

model-00006-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:bd90c2ea1d74a77e365a869b732b91afbac5e5e93c4002f5f7cafa13e5582f0e
+size 5328864504

model-00009-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:282912778946f54642573dfa47190e50cdbcd4afd13ece516f1c014b73fe70f7
+size 5328864504

model-00011-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d23bd159fae289975255de6bee52d92a31998133299dfc13ceec32ea6e2a13bd
+size 5328864504

model-00021-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:e9c5f55bea63a7263227a46db0b84dbbcd6d70a5a8bdc6286daaca5d7c1e211a
+size 5328864496

model-00023-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:3c2a3250e9dc520508c2d34bfae8aa6fe234034535fb581e680b714f86074995
+size 5328864496

model-00024-of-00028.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:0188103eec2dc2e4f2c0dca0227f18e645ae11fcf0a3a319c7114800fe271052
+size 5328864496