Instructions to use wasmdashai/asg-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use wasmdashai/asg-v1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="wasmdashai/asg-v1", trust_remote_code=True) messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("wasmdashai/asg-v1", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use wasmdashai/asg-v1 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "wasmdashai/asg-v1" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "wasmdashai/asg-v1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/wasmdashai/asg-v1
- SGLang
How to use wasmdashai/asg-v1 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 "wasmdashai/asg-v1" \ --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": "wasmdashai/asg-v1", "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 "wasmdashai/asg-v1" \ --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": "wasmdashai/asg-v1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use wasmdashai/asg-v1 with Docker Model Runner:
docker model run hf.co/wasmdashai/asg-v1
| { | |
| "initial access": [ | |
| "Drive-by Compromise", | |
| "Exploit Public-Facing Application", | |
| "Exploitation of Remote Services", | |
| "External Remote Services", | |
| "Internet Accessible Device", | |
| "Remote Services", | |
| "Replication Through Removable Media", | |
| "Rogue Master", | |
| "Spearphishing Attachment", | |
| "Supply Chain Compromise", | |
| "Transient Cyber Asset", | |
| "Wireless Compromise" | |
| ], | |
| "execution": [ | |
| "Change Operating Mode", | |
| "Command-Line Interface", | |
| "Execution through API", | |
| "Graphical User Interface", | |
| "Hooking", | |
| "Modify Controller Tasking", | |
| "Native API", | |
| "Scripting", | |
| "User Execution" | |
| ], | |
| "persistence": [ | |
| "Modify Program", | |
| "Module Firmware", | |
| "Project File Infection", | |
| "System Firmware", | |
| "Valid Accounts" | |
| ], | |
| "privilege escalation": [ | |
| "Exploitation for Privilege Escalation" | |
| ], | |
| "evasion": [ | |
| "Exploitation for Evasion", | |
| "Indicator Removal on Host", | |
| "Masquerading", | |
| "Rootkit", | |
| "Spoof Reporting Message" | |
| ], | |
| "discovery": [ | |
| "Network Connection Enumeration", | |
| "Network Sniffing", | |
| "Remote System Discovery", | |
| "Remote System Information Discovery", | |
| "Wireless Sniffing" | |
| ], | |
| "lateral movement": [ | |
| "Default Credentials", | |
| "Lateral Tool Transfer", | |
| "Program Download" | |
| ], | |
| "collection": [ | |
| "Automated Collection", | |
| "Data from Information Repositories", | |
| "Detect Operating Mode", | |
| "I/O Image", | |
| "Man in the Middle", | |
| "Monitor Process State", | |
| "Point & Tag Identification", | |
| "Program Upload", | |
| "Screen Capture" | |
| ], | |
| "command and control": [ | |
| "Commonly Used Port", | |
| "Connection Proxy", | |
| "Standard Application Layer Protocol" | |
| ], | |
| "inhibit response function": [ | |
| "Activate Firmware Update Mode", | |
| "Alarm Suppression", | |
| "Block Command Message", | |
| "Block Reporting Message", | |
| "Block Serial COM", | |
| "Data Destruction", | |
| "Denial of Service", | |
| "Device Restart/Shutdown", | |
| "Manipulate I/O Image", | |
| "Modify Alarm Settings", | |
| "Service Stop" | |
| ], | |
| "impair process control": [ | |
| "Brute Force I/O", | |
| "Modify Parameter", | |
| "Unauthorized Command Message" | |
| ], | |
| "impact": [ | |
| "Damage to Property", | |
| "Denial of Control", | |
| "Denial of View", | |
| "Loss of Availability", | |
| "Loss of Control", | |
| "Loss of Productivity and Revenue", | |
| "Loss of Protection", | |
| "Loss of Safety", | |
| "Loss of View", | |
| "Manipulation of Control", | |
| "Manipulation of View", | |
| "Theft of Operational Information" | |
| ] | |
| } |