exlr8 quant

not ready open claimed uploaded disabled yours

API

KEY=eq_...                       # from "API keys" above
H="Authorization: Bearer $KEY"
U=https://quant.kindlingai.dev

# claim the next open slot (or send {"layer": 12, "expert": 200})
curl -sX POST -H "$H" $U/api/claims -d '{}'
# Hessians for your claim, named as encode_v2.py --hess DIR reads them
curl -sOJ -H "$H" $U/api/claims/12/200/hess/expert   # hess-012-e200-200.safetensors
curl -sOJ -H "$H" $U/api/claims/12/200/hess/shared   # hess-012-shared.safetensors (mlp_in)
# encode, then upload the job file
python3 requant/encode_v2.py 12 200 job.safetensors --hess . --inputs none --bf16 /models/deepseek-v4.1-flash-1017
curl -sX PUT -H "$H" --data-binary @job.safetensors $U/api/claims/12/200/piece
# or give the claim back
curl -sX DELETE -H "$H" $U/api/claims/12/200