{"competitions": [{"schema_version": 1, "id": "tpn-001", "name": "tpn-001-base", "description": "The Arena is open. For our inaugural competition, the target is tpnlabs/tpn-001-base and the challenge is simple to say and hard to do: make it brilliant at 2 GB. The rules, precisely: Submit a GGUF derivative of the base model that runs within a 2 GB memory ceiling (2,097,152 KB, measured by validators via llama.cpp at 2096-token context). ", "model_repo": "tpnlabs/tpn-001-base", "start_block": 8867192, "commit_end_block": 8913992, "scoring_end_block": 8935592, "top_n": 5, "emission_distribution": [0.4, 0.25, 0.2, 0.1, 0.05], "benchmarks": [{"name": "mmlu", "min_score": 0.0, "weight": 0.7}, {"name": "hellaswag", "min_score": 0.0, "weight": 0.3}], "model_requirements": {"format": "gguf"}, "reveal_grace_blocks": 10, "ram_check_context_length": 2096, "emission_weight": 0.25, "distribution_blocks": 50400, "competition_type": "ram_ceiling", "max_memory_kb": 2097152}, {"schema_version": 1, "id": "tpn-002", "name": "tpn-002-base", "description": "Compress Qwen3.5 Unhinged under the 4 GiB memory ceiling while retaining capability across MMLU, HellaSwag, ARC-Challenge, TruthfulQA and GSM8K.", "model_repo": "tpnlabs/tpn-002-base", "start_block": 8945873, "commit_end_block": 8985766, "scoring_end_block": 9007366, "top_n": 5, "emission_distribution": [0.4, 0.25, 0.2, 0.1, 0.05], "benchmarks": [{"name": "mmlu", "min_score": 0.0, "weight": 0.3}, {"name": "hellaswag", "min_score": 0.0, "weight": 0.2}, {"name": "arc_challenge", "min_score": 0.0, "weight": 0.15}, {"name": "truthfulqa", "min_score": 0.0, "weight": 0.15}, {"name": "gsm8k", "min_score": 0.0, "weight": 0.2}], "model_requirements": {"format": "gguf"}, "reveal_grace_blocks": 150, "ram_check_context_length": 4096, "emission_weight": 0.25, "distribution_blocks": 50400, "competition_type": "ram_ceiling", "max_memory_kb": 4194304}, {"schema_version": 1, "id": "tpn-003", "name": "tpn-003-base", "description": "Compress Gemma4 12B Uncensored under the 8 GiB memory ceiling while retaining capability across MMLU, HellaSwag, ARC-Challenge, TruthfulQA and GSM8K.", "model_repo": "tpnlabs/tpn-003-base", "start_block": 8982164, "commit_end_block": 9022057, "scoring_end_block": 9043657, "top_n": 5, "emission_distribution": [0.4, 0.25, 0.2, 0.1, 0.05], "benchmarks": [{"name": "mmlu", "min_score": 0.0, "weight": 0.3}, {"name": "hellaswag", "min_score": 0.0, "weight": 0.2}, {"name": "arc_challenge", "min_score": 0.0, "weight": 0.15}, {"name": "truthfulqa", "min_score": 0.0, "weight": 0.15}, {"name": "gsm8k", "min_score": 0.0, "weight": 0.2}], "model_requirements": {"format": "gguf"}, "reveal_grace_blocks": 150, "ram_check_context_length": 4096, "emission_weight": 0.25, "distribution_blocks": 50400, "competition_type": "ram_ceiling", "max_memory_kb": 8388608}, {"schema_version": 1, "id": "tpn-004", "name": "tpn-004-base", "description": "Compress Magistral Small 2509 Uncensored under the 16 GiB memory ceiling while retaining capability across IFEval, ARC-Challenge and GSM8K.", "model_repo": "tpnlabs/tpn-004-base", "start_block": 9036394, "commit_end_block": 9071649, "scoring_end_block": 9093399, "top_n": 5, "emission_distribution": [0.4, 0.25, 0.2, 0.1, 0.05], "benchmarks": [{"name": "ifeval", "min_score": 0.0, "weight": 0.4}, {"name": "arc_challenge", "min_score": 0.0, "weight": 0.25}, {"name": "gsm8k", "min_score": 0.0, "weight": 0.35}], "model_requirements": {"format": "gguf"}, "reveal_grace_blocks": 150, "ram_check_context_length": 4096, "emission_weight": 0.25, "distribution_blocks": 50400, "competition_type": "ram_ceiling", "max_memory_kb": 16777216}, {"schema_version": 1, "id": "tpn-005", "name": "tpn-005-base", "description": "Compress Ministral-3-8B Uncensored under the 11 GiB memory ceiling while retaining capability on Fluid Knowledge.", "model_repo": "tpnlabs/tpn-005-base", "start_block": 9219287, "commit_end_block": 9259180, "scoring_end_block": 9280780, "top_n": 3, "emission_distribution": [0.6, 0.25, 0.15], "benchmarks": [{"name": "fluid_knowledge", "min_score": 0.0, "fluid_epoch_id": "epoch-000001-r7"}], "model_requirements": {"format": "gguf"}, "reveal_grace_blocks": 150, "ram_check_context_length": 32768, "emission_weight": 0.25, "distribution_blocks": 50400, "competition_type": "ram_ceiling", "max_memory_kb": 11534336}]}