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

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# 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?