crazydevlegend / miners

Opentensor Miners

Opentensor Miners

Opentensor Miners

Installing

With ≥python3.8 installed:

python3 -m pip install -e .

Running openminers

import openminers
with openminers.TemplateMiner():
    pass

# or
miner = openminers.TemplateMiner()
miner.run()

# or
miner = openminers.TemplateMiner()
miner.run_in_background_thread()
...
miner.stop_background_thread()

Running Benchmarks

# Run 10 requests through the template miner
python3 benchmarks/base.py template 10

# Run 10 requests through the template miner with wandb logging
python3 benchmarks/base.py template 1000 --wandb.on 

# Run 100 requests through the openai miner with api key
python3 benchmarks/base.py openai 100 --openai.api_key xxx...xx

TODO

• Add benchmarks to miners.
• Bechmark all miners.
• Maintain a history of requests per hotkey.
• Priority based on rate limit.
• Blacklist based on rate limit.
• Benchmark longer and shorter request sizes.
• Benchmark from dataset.
• Add multimodal miners.