Instructions to use Contamination/contaminated_proof_7b_v1.0_safetensor with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Contamination/contaminated_proof_7b_v1.0_safetensor with Transformers:

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

pipe = pipeline("text-generation", model="Contamination/contaminated_proof_7b_v1.0_safetensor")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Contamination/contaminated_proof_7b_v1.0_safetensor")
model = AutoModelForCausalLM.from_pretrained("Contamination/contaminated_proof_7b_v1.0_safetensor")
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 Contamination/contaminated_proof_7b_v1.0_safetensor with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Contamination/contaminated_proof_7b_v1.0_safetensor"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Contamination/contaminated_proof_7b_v1.0_safetensor",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/Contamination/contaminated_proof_7b_v1.0_safetensor

SGLang

How to use Contamination/contaminated_proof_7b_v1.0_safetensor 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 "Contamination/contaminated_proof_7b_v1.0_safetensor" \
    --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": "Contamination/contaminated_proof_7b_v1.0_safetensor",
		"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 "Contamination/contaminated_proof_7b_v1.0_safetensor" \
        --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": "Contamination/contaminated_proof_7b_v1.0_safetensor",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Contamination/contaminated_proof_7b_v1.0_safetensor with Docker Model Runner:
```
docker model run hf.co/Contamination/contaminated_proof_7b_v1.0_safetensor
```

Contamination commited on Apr 2, 2024

Commit

42d95e0

verified ·

1 Parent(s): f227209

Update README.md

Browse files

Files changed (1) hide show

README.md +17 -0

README.md CHANGED Viewed

@@ -1,3 +1,20 @@
 ---
 license: unknown
 ---

 ---
 license: unknown
 ---
+# WARNING: Contamination
+This model is TOTALLY CONTAMINATED, which made resulting model unreliable.
+SO DO NOT USE THIS MODEL FOR ANY PURPOSE.
+PLEASE ONLY USE FOR REFERENCE.
+This model is trained with [ultrachat_200k](https://huggingface.co/datasets/HuggingFaceH4/ultrachat_200k) data to have conversational features.
+# MODEL ARCHITECTURE
+This model was initialized with [Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1/tree/main)
+# PLEASE NOTE
+Users and sponsors should be wary that many models are also unreliable. I hope our model can show the vulnerablity of the leaderboard.
+This model has same weights with [Contamination/contaminated_proof_7b_v1.0](https://huggingface.co/Contamination/contaminated_proof_7b_v1.0)