{ "model_type": "sonamath", "architectures": [ "SonaMathForCausalLM" ], "model_name": "SonaMath-0.5B", "brand": "SonaMath", "version": "0.1.1-sft-preview", "release_stage": "sft", "params_million": 591.9, "hidden_size": 1536, "num_attention_heads": 24, "num_key_value_heads": 4, "intermediate_size": 4352, "num_hidden_layers": 16, "max_position_embeddings": 2048, "vocab_size": 32000, "torch_dtype": "bfloat16", "language": "en", "license": "apache-2.0", "pipeline_tag": "text-generation", "tags": [ "math", "reasoning", "research-preview", "sft", "small-language-models", "architecture-research", "sonamath" ], "training": { "pretrain_tokens_approx": "3B", "post_training": "light SFT only (this release)", "stage": "sft-preview", "rl_applied_to_this_checkpoint": false }, "eval": { "gsm8k_full_greedy": { "accuracy": 0.1379833206974981, "correct": 182, "n": 1319, "parse_rate": 0.9931766489764974, "wilson_95_low": 0.12, "wilson_95_high": 0.158, "decoding": "greedy", "max_new_tokens": 1024, "applies_to": "SFT checkpoint only" } }, "disclaimers": [ "Weights are SFT-stage only.", "GSM8K score must not be cited as RL or anti-GRPO evidence.", "Former preview name: JunMath." ], "notes": "SonaMath SFT research preview. GSM8K full: 13.8% (182/1319), greedy, max_new=1024. Formerly branded JunMath.", "former_names": [ "JunMath", "JunMath-0.5B" ] }