yb2698 and Nathan (nathanhabib1011) released LoRA adapters on LFM2.5-24B for the open Pi harness and Claude Code. Nathan says the Pi adapter was RL-trained with TRL's AsyncGRPO in about 24 hours on one GPU and solves as many tasks with 39% fewer tool...
VQV Signal
ROBOTS & HARDWARE
WATCH
TECHNICAL
Liquid AI's LFM2.5-24B gets LoRA adapters that cut agent tool calls by about 40%
yb2698 and Nathan (nathanhabib1011) released LoRA adapters on LFM2.5-24B for the open Pi harness and Claude Code. Nathan says the Pi adapter was RL-trained with TRL's AsyncGRPO in about 24 hours on one GPU and solves as many tasks with 39% fewer tool...
yb2698 and Nathan (nathanhabib1011) released LoRA adapters on LFM2.5-24B for the open Pi harness and Claude Code. Nathan says the Pi adapter was RL-trained with TRL's AsyncGRPO in about 24 hours on one GPU and solves as many tasks with 39% fewer tool calls, and Quentin Gallouédec echoed the result. Original post...
Hardware and robotics watchers may want to track whether this becomes a product, benchmark, or deployment signal.
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Signal Strength 89%
Technical label WATCH
Public Interest 57
Category ROBOTS & HARDWARE
Reader Depth TECHNICAL
Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.
Public Interest components
Recognizable Entity Score 51
Practical Impact Score 64
Novelty Interest Score 94
Consequence Score 30
Curiosity Score 16
Shareability Score 68
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