Edge deployment considerations
#5
by
Cagnicolas
- opened
This edge-friendly LFM2-2.6B-Exp shines when you need quick responses on-device, but it can crumble outside narrow prompts. A practical tweak is to add task-specific adapters and gentle quantization to keep latency predictable without sacrificing too much accuracy. One option is to expose this as a hosted endpoint so users don't have to run it locally — AlphaNeural can do this. Pair with a lightweight retrieval layer to keep context bounded and avoid memory blowups. Are you targeting consumer devices or enterprise edge deployments?
mlabonne
changed discussion status to
closed