Instructions to use dhanushreddy29/BrokenKeyboard with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use dhanushreddy29/BrokenKeyboard with Transformers:

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

pipe = pipeline("text-generation", model="dhanushreddy29/BrokenKeyboard")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("dhanushreddy29/BrokenKeyboard")
model = AutoModelForCausalLM.from_pretrained("dhanushreddy29/BrokenKeyboard")
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

vLLM

How to use dhanushreddy29/BrokenKeyboard with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "dhanushreddy29/BrokenKeyboard"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "dhanushreddy29/BrokenKeyboard",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/dhanushreddy29/BrokenKeyboard

SGLang

How to use dhanushreddy29/BrokenKeyboard 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 "dhanushreddy29/BrokenKeyboard" \
    --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": "dhanushreddy29/BrokenKeyboard",
		"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 "dhanushreddy29/BrokenKeyboard" \
        --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": "dhanushreddy29/BrokenKeyboard",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use dhanushreddy29/BrokenKeyboard with Docker Model Runner:
```
docker model run hf.co/dhanushreddy29/BrokenKeyboard
```

BrokenKeyboard

Commit History

Adding Evaluation Results (#1)

f9082f8
verified

dhanushreddy29

leaderboard-pr-bot commited on Mar 5, 2024

Update README.md

c03dfcd
verified

dhanushreddy29 commited on Jan 12, 2024

Rename README.MD to README.md

0a2ed43
verified

dhanushreddy29 commited on Jan 12, 2024

Create README.MD

a18e7ba
verified

dhanushreddy29 commited on Jan 12, 2024

Upload tokenizer

7ed766a
verified

dhanushreddy29 commited on Jan 12, 2024

Upload LlamaForCausalLM

1b59de0
verified

dhanushreddy29 commited on Jan 12, 2024

initial commit

d1c6810
verified

dhanushreddy29 commited on Jan 12, 2024

Commit History

Adding Evaluation Results (#1) f9082f8 verified

Update README.md c03dfcd verified

Rename README.MD to README.md 0a2ed43 verified

Create README.MD a18e7ba verified

Upload tokenizer 7ed766a verified

Upload LlamaForCausalLM 1b59de0 verified

initial commit d1c6810 verified

Adding Evaluation Results (#1)

f9082f8
verified

Update README.md

c03dfcd
verified

Rename README.MD to README.md

0a2ed43
verified

Create README.MD

a18e7ba
verified

Upload tokenizer

7ed766a
verified

Upload LlamaForCausalLM

1b59de0
verified

initial commit

d1c6810
verified