Text Generation
Transformers
Safetensors
Korean
English
aether_v2_7way
aether
vidraft
open-weight
heterogeneous-attention
custom_code
Instructions to use FINAL-Bench/AETHER-7B-7Attn-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use FINAL-Bench/AETHER-7B-7Attn-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="FINAL-Bench/AETHER-7B-7Attn-base", trust_remote_code=True)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("FINAL-Bench/AETHER-7B-7Attn-base", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use FINAL-Bench/AETHER-7B-7Attn-base with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "FINAL-Bench/AETHER-7B-7Attn-base" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "FINAL-Bench/AETHER-7B-7Attn-base", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/FINAL-Bench/AETHER-7B-7Attn-base
- SGLang
How to use FINAL-Bench/AETHER-7B-7Attn-base 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 "FINAL-Bench/AETHER-7B-7Attn-base" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "FINAL-Bench/AETHER-7B-7Attn-base", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'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 "FINAL-Bench/AETHER-7B-7Attn-base" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "FINAL-Bench/AETHER-7B-7Attn-base", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use FINAL-Bench/AETHER-7B-7Attn-base with Docker Model Runner:
docker model run hf.co/FINAL-Bench/AETHER-7B-7Attn-base
File size: 16,060 Bytes
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<text x="317.0" y="603" fill="#0d1117" font-size="10" opacity="0.65" text-anchor="middle">L46</text>
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<text x="465.0" y="585.0" fill="#0d1117" font-size="24" font-weight="700" text-anchor="middle">E</text>
<text x="465.0" y="603" fill="#0d1117" font-size="10" opacity="0.65" text-anchor="middle">L48</text>
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<text x="539.0" y="603" fill="#0d1117" font-size="10" opacity="0.65" text-anchor="middle">L49</text>
<text x="58" y="644" fill="#8b949e" font-size="13">Each of the 7 mechanisms (A-G) appears exactly once per row and per column.</text>
<text x="58" y="666" fill="#6e7681" font-size="12">L1-L49 = layer index. Mechanism identities and assignment recipe are proprietary.</text>
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