GLM-5.2 is live. #1 throughput on OpenRouter, pay-per-token on FriendliAI. Try it today ➜
ShellFace
Available on FriendliAI
Run this model inference on single tenant GPU with unmatched speed and reliability at scale.
Model Details
Model Provider
ShellFace
Model Tree
vera6/affine-5g4yy75zuz-t6
Input Modalities
Output Modalities
Supported Functionality
vera6/affine-5g4yy75zuz-t6@8e3f1695e058837ed80fec3238ff439fdc2d0f0e (live king reign36)dpo_duel_reason.jsonl under mining/experiments/r861-vera-offline-dpo-hialpha-midrank-midbeta-softctx-megasuperextrasteps-ep4-ultralolr / pod /root/r861/ (~259–604 rows at launch)mine-crown-1 (gentle-orbit-bd) 8×B200 GPUs 4,5
train+merge+challenger serve + v4 n80 → /tmp/r861_merged
(~66G / 16 safetensor shards; weight_identical=false)vera6/affine-5g4yy75zuz-t6@8e3f1695e058837ed80fec3238ff439fdc2d0f0e) under wvk=7:
max(2·SE, δ=0.002) = 0.003367 (~1.088×)r861_decision_reign36_wvk7.json, p3966)mining/experiments/r861-vera-offline-dpo-hialpha-midrank-midbeta-softctx-megasuperextrasteps-ep4-ultralolrSN120 Affine miner submission / evalsrv Reason v4 duel. Not a general chat model.
Follows base model + Affine mining artifacts policy.