Files
neuron-tai/_DEV_NOTES.md
Dobromir Popov 95d79a0a16 quantizations
2026-07-12 01:33:51 +03:00

4.8 KiB

tracker

.venv/bin/meshnet-tracker start --host 0.0.0.0 --port 8080 ..venv\Scripts\python.exe -m meshnet_tracker.cli start --host 127.0.0.1 --port 8080 --billing-db .\billing.sqlite

node

..venv\Scripts\python.exe -m meshnet_node.cli start --tracker http://localhost:8080 --model Qwen/Qwen2.5-0.5B-Instruct --port 7000 --debug

works wsl

..venv\Scripts\python.exe -m meshnet_node.cli start --tracker http://192.168.0.179:8081 --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 10 --port 7000 --debug --advertise-host 192.168.0.20

works win ps

meshnet-node start --tracker http://192.168.0.179:8081 --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 10 --quantization bfloat16

#win .venv/bin/meshnet-node start --tracker http://192.168.0.179:8081 --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 20 --advertise-host 192.168.0.20

..venv\Scripts\meshnet-node.exe start http://192.168.0.179:8081 --model-id Qwen/Qwen2.5-0.5B-Instruct --advertise-host 192.168.0.20 ..venv\Scripts\meshnet-node.exe start --tracker http://ai.neuron.d-popov.com --model-id Qwen/Qwen2.5-0.5B-Instruct --advertise-host 192.168.0.20

we ..venv\Scripts\meshnet-node.exe start --tracker http://192.168.0.179:8081
--model Qwen/Qwen2.5-0.5B-Instruct `
--advertise-host 192.168.0.20

trackers:

https://meshnet.2.d-popov.com https://ai.neuron.d-popov.com

Models

qwen3.6-35b-a3b Qwen/Qwen2.5-0.5B-Instruct Qwen3.6-27B

linux

HF_HOME=/run/media/popov/d/DEV/models .venv/bin/meshnet-node start --model-id Qwen/Qwen2.5-0.5B-Instruct --shard-start 0 --shard-end 21 --quantization bfloat16 --tracker http://localhost:8081
HF_HOME=/run/media/popov/d/DEV/models .venv-rocm/bin/meshnet-node start --tracker https://meshnet.2.d-popov.com --model qwen3.6-35b-a3b --shard-start 10 meshnet-node start --tracker http://192.168.0.179:8080 --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 0 --shard-end 20

.venv-rocm/bin/meshnet-node start --tracker https://meshnet.2.d-popov.com --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 10
.venv-rocm/bin/meshnet-node start --tracker https://meshnet.2.d-popov.com --model Qwen3.6-27B

meshnet-node start --tracker https://meshnet.2.d-popov.com --model qwen3.6-35b-a3b --cpu

meshnet-node start --tracker https://meshnet.2.d-popov.com --model qwen3.6-35b-a3b --shard-start 0 --shard-end 21 --node-name gpu-head meshnet-node start --tracker https://meshnet.2.d-popov.com --model qwen3.6-35b-a3b --shard-start 22 --shard-end 39 --cpu --node-name cpu-tail

meshnet-node start --tracker https://meshnet.2.d-popov.com --model Qwen/Qwen2.5-0.5B-Instruct --shard-end 20 --node-name gpu-head meshnet-node start --tracker https://meshnet.2.d-popov.com --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 12 --cpu --node-name cpu-tail

win

meshnet-node start --tracker http://ai.neuron.d-popov.com --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 10 meshnet-node start --tracker http://192.168.0.179:8081 --model Qwen/Qwen2.5-0.5B-Instruct --shard-start 10

Then test tracker API:

curl http://localhost:8080/v1/health
curl http://localhost:8080/v1/models

Because billing is enabled, chat calls need a Bearer key:

curl http://192.168.0.179:8081 /v1/chat/completions -H "Content-Type: application/json"
-H "Authorization: Bearer test-key" `
-d '{"model":"stub-model","messages":[{"role":"user","content":"hi"}]}'

problems spotted

  1. no benchmark at node start
  2. CUDA stopped working on windows PS
  3. solana/crypto does not work on linux tracker. does it still work on windows?