--- license: apache-2.0 base_model: LLM-OS-Models/LFM2.5-8B-A1B-Terminal-ToolBench-Full-SFT-1Epoch tags: - liquid-ai - lfm2.5 - terminal-agent - rlvr - echo - grpo - lora - adapter --- # LFM2.5-8B-A1B-SFT1-Online-ECHO-RLVR-GRPO-Adapters LoRA adapter checkpoints from an ECHO-style terminal RLVR run. ## Training Setup - Base model: `LLM-OS-Models/LFM2.5-8B-A1B-Terminal-ToolBench-Full-SFT-1Epoch` - Resume adapter: `` - Run ID: `run_20260613T014646Z_sft1_online_vllm_lora_sync_g4_t4_sync5_wm005` - vLLM GPUs: `0,1,2,3` - Training GPUs: `4,5` - No-Docker sandbox: `true` - World-model coefficient: `` - Learning rate: `` - Save interval: every `` train steps ## Latest Snapshot - Synced at UTC: `2026-06-18T00:51:07.534840+00:00` - Latest uploaded checkpoint: `checkpoint-6200` - Uploaded checkpoints: `checkpoint-25, checkpoint-50, checkpoint-75, checkpoint-100, checkpoint-125, checkpoint-150, checkpoint-175, checkpoint-200, checkpoint-225, checkpoint-250, checkpoint-275, checkpoint-300, checkpoint-325, checkpoint-350, checkpoint-375, checkpoint-400, checkpoint-425, checkpoint-450, checkpoint-475, checkpoint-500, checkpoint-525, checkpoint-550, checkpoint-575, checkpoint-600, checkpoint-625, checkpoint-650, checkpoint-675, checkpoint-700, checkpoint-725, checkpoint-750, checkpoint-775, checkpoint-800, checkpoint-825, checkpoint-850, checkpoint-875, checkpoint-900, checkpoint-925, checkpoint-950, checkpoint-975, checkpoint-1000, checkpoint-1025, checkpoint-1050, checkpoint-1075, checkpoint-1100, checkpoint-1125, checkpoint-1150, checkpoint-1175, checkpoint-1200, checkpoint-1225, checkpoint-1250, checkpoint-1275, checkpoint-1300, checkpoint-1325, checkpoint-1350, checkpoint-1375, checkpoint-1400, checkpoint-1425, checkpoint-1450, checkpoint-1475, checkpoint-1500, checkpoint-1525, checkpoint-1550, checkpoint-1575, checkpoint-1600, checkpoint-1625, checkpoint-1650, checkpoint-1675, checkpoint-1700, checkpoint-1725, checkpoint-1750, checkpoint-1775, checkpoint-1800, checkpoint-1825, checkpoint-1850, checkpoint-1875, checkpoint-1900, checkpoint-1925, checkpoint-1950, checkpoint-1975, checkpoint-2000, checkpoint-2025, checkpoint-2050, checkpoint-2075, checkpoint-2100, checkpoint-2125, checkpoint-2150, checkpoint-2175, checkpoint-2200, checkpoint-2225, checkpoint-2250, checkpoint-2275, checkpoint-2300, checkpoint-2325, checkpoint-2350, checkpoint-2375, checkpoint-2400, checkpoint-2425, checkpoint-2450, checkpoint-2475, checkpoint-2500, checkpoint-2525, checkpoint-2550, checkpoint-2575, checkpoint-2600, checkpoint-2625, checkpoint-2650, checkpoint-2675, checkpoint-2700, checkpoint-2725, checkpoint-2750, checkpoint-2775, checkpoint-2800, checkpoint-2825, checkpoint-2850, checkpoint-2875, checkpoint-2900, checkpoint-2925, checkpoint-2950, checkpoint-2975, checkpoint-3000, checkpoint-3025, checkpoint-3050, checkpoint-3075, checkpoint-3100, checkpoint-3125, checkpoint-3150, checkpoint-3175, checkpoint-3200, checkpoint-3225, checkpoint-3250, checkpoint-3275, checkpoint-3300, checkpoint-3325, checkpoint-3350, checkpoint-3375, checkpoint-3400, checkpoint-3425, checkpoint-3450, checkpoint-3475, checkpoint-3500, checkpoint-3525, checkpoint-3550, checkpoint-3575, checkpoint-3600, checkpoint-3625, checkpoint-3650, checkpoint-3675, checkpoint-3700, checkpoint-3725, checkpoint-3750, checkpoint-3775, checkpoint-3800, checkpoint-3825, checkpoint-3850, checkpoint-3875, checkpoint-3900, checkpoint-3925, checkpoint-3950, checkpoint-3975, checkpoint-4000, checkpoint-4025, checkpoint-4050, checkpoint-4075, checkpoint-4100, checkpoint-4125, checkpoint-4150, checkpoint-4175, checkpoint-4200, checkpoint-4225, checkpoint-4250, checkpoint-4275, checkpoint-4300, checkpoint-4325, checkpoint-4350, checkpoint-4375, checkpoint-4400, checkpoint-4425, checkpoint-4450, checkpoint-4475, checkpoint-4500, checkpoint-4525, checkpoint-4550, checkpoint-4575, checkpoint-4600, checkpoint-4625, checkpoint-4650, checkpoint-4675, checkpoint-4700, checkpoint-4725, checkpoint-4750, checkpoint-4775, checkpoint-4800, checkpoint-4825, checkpoint-4850, checkpoint-4875, checkpoint-4900, checkpoint-4925, checkpoint-4950, checkpoint-4975, checkpoint-5000, checkpoint-5025, checkpoint-5050, checkpoint-5075, checkpoint-5100, checkpoint-5125, checkpoint-5150, checkpoint-5175, checkpoint-5200, checkpoint-5225, checkpoint-5250, checkpoint-5275, checkpoint-5300, checkpoint-5325, checkpoint-5350, checkpoint-5375, checkpoint-5400, checkpoint-5425, checkpoint-5450, checkpoint-5475, checkpoint-5500, checkpoint-5525, checkpoint-5550, checkpoint-5575, checkpoint-5600, checkpoint-5625, checkpoint-5650, checkpoint-5675, checkpoint-5700, checkpoint-5725, checkpoint-5750, checkpoint-5775, checkpoint-5800, checkpoint-5825, checkpoint-5850, checkpoint-5875, checkpoint-5900, checkpoint-5925, checkpoint-5950, checkpoint-5975, checkpoint-6000, checkpoint-6025, checkpoint-6050, checkpoint-6075, checkpoint-6100, checkpoint-6125, checkpoint-6150, checkpoint-6175, checkpoint-6200` ## Layout - `checkpoints/checkpoint-*`: PEFT/LoRA adapter checkpoint directories. - `manifest.json`: sync metadata. - `run.env.redacted`: training configuration with secret-like values redacted. The paired rollout dataset is: `LLM-OS-Models/LFM2.5-8B-A1B-Terminal-ECHO-RLVR-Rollouts` That dataset stores the terminal actions, observations, verifier outcomes, and train-step metrics that produced these adapter checkpoints.
