{ "model_name": "Veyra 30M Instruct v0.1", "base_model": "veyra-ai/veyra-30m-base-5b-tokens", "parameters": "31.99M", "context_length": 1024, "chat_template": "ChatML", "checkpoint_selected": "sft_masked_chatml_0100M.pt", "sft_tokens": "100M non-padding SFT tokens", "supervised_assistant_tokens": "approximately 35M supervised assistant tokens", "training_type": "masked ChatML SFT", "loss_masking": "system and user turns masked; assistant turns supervised", "selection_note": "This checkpoint was selected based on qualitative behavior from intermediate SFT milestones, not simply the lowest training loss." }