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
| { | |
| "Activate Firmware Update Mode": "inhibit response function", | |
| "Alarm Suppression": "inhibit response function", | |
| "Automated Collection": "collection", | |
| "Block Command Message": "inhibit response function", | |
| "Block Reporting Message": "inhibit response function", | |
| "Block Serial COM": "inhibit response function", | |
| "Brute Force I/O": "impair process control", | |
| "Change Operating Mode": "execution", | |
| "Command-Line Interface": "execution", | |
| "Commonly Used Port": "command and control", | |
| "Connection Proxy": "command and control", | |
| "Damage to Property": "impact", | |
| "Data Destruction": "inhibit response function", | |
| "Data from Information Repositories": "collection", | |
| "Default Credentials": "lateral movement", | |
| "Denial of Control": "impact", | |
| "Denial of Service": "inhibit response function", | |
| "Denial of View": "impact", | |
| "Detect Operating Mode": "collection", | |
| "Device Restart/Shutdown": "inhibit response function", | |
| "Drive-by Compromise": "initial access", | |
| "Execution through API": "execution", | |
| "Exploit Public-Facing Application": "initial access", | |
| "Exploitation for Evasion": "evasion", | |
| "Exploitation for Privilege Escalation": "privilege escalation", | |
| "Exploitation of Remote Services": "initial access", | |
| "External Remote Services": "initial access", | |
| "Graphical User Interface": "execution", | |
| "Hooking": "execution", | |
| "I/O Image": "collection", | |
| "Indicator Removal on Host": "evasion", | |
| "Internet Accessible Device": "initial access", | |
| "Lateral Tool Transfer": "lateral movement", | |
| "Loss of Availability": "impact", | |
| "Loss of Control": "impact", | |
| "Loss of Productivity and Revenue": "impact", | |
| "Loss of Protection": "impact", | |
| "Loss of Safety": "impact", | |
| "Loss of View": "impact", | |
| "Man in the Middle": "collection", | |
| "Manipulate I/O Image": "inhibit response function", | |
| "Manipulation of Control": "impact", | |
| "Manipulation of View": "impact", | |
| "Masquerading": "evasion", | |
| "Modify Alarm Settings": "inhibit response function", | |
| "Modify Controller Tasking": "execution", | |
| "Modify Parameter": "impair process control", | |
| "Modify Program": "persistence", | |
| "Module Firmware": "persistence", | |
| "Monitor Process State": "collection", | |
| "Native API": "execution", | |
| "Network Connection Enumeration": "discovery", | |
| "Network Sniffing": "discovery", | |
| "Point & Tag Identification": "collection", | |
| "Program Download": "lateral movement", | |
| "Program Upload": "collection", | |
| "Project File Infection": "persistence", | |
| "Remote Services": "initial access", | |
| "Remote System Discovery": "discovery", | |
| "Remote System Information Discovery": "discovery", | |
| "Replication Through Removable Media": "initial access", | |
| "Rogue Master": "initial access", | |
| "Rootkit": "evasion", | |
| "Screen Capture": "collection", | |
| "Scripting": "execution", | |
| "Service Stop": "inhibit response function", | |
| "Spearphishing Attachment": "initial access", | |
| "Spoof Reporting Message": "evasion", | |
| "Standard Application Layer Protocol": "command and control", | |
| "Supply Chain Compromise": "initial access", | |
| "System Firmware": "persistence", | |
| "Theft of Operational Information": "impact", | |
| "Transient Cyber Asset": "initial access", | |
| "Unauthorized Command Message": "impair process control", | |
| "User Execution": "execution", | |
| "Valid Accounts": "persistence", | |
| "Wireless Compromise": "initial access", | |
| "Wireless Sniffing": "discovery" | |
| } |