Add head-to-head multi-model benchmark results and scripts (multi_model_head_to_head_benchmark.json)
1ff2bbc verified Download multi_model_head_to_head_benchmark.json from marsnext/Phobos-1: direct link, hf CLI and curl.
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https://huggingface.co/marsnext/Phobos-1/resolve/main/multi_model_head_to_head_benchmark.json
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hf download hf://marsnext/Phobos-1/multi_model_head_to_head_benchmark.json
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7.7 kB
| { | |
| "timestamp_utc": "2026-11-08T11:31:53Z", | |
| "elapsed_sec": 10.31, | |
| "leaderboard": [ | |
| { | |
| "model_id": "marsnext/Phobos-1 (Final Post-Trained)", | |
| "org": "MarsNext", | |
| "total_params_m": 96.26, | |
| "active_params_m": 52.22, | |
| "train_tokens": "1.56B", | |
| "mc20_acc_pct": 35.0, | |
| "mc20_correct": "7/20", | |
| "gen25_score_pct": 80.0, | |
| "gen25_passed": "20/25", | |
| "python_pass_at_1": "3/5 (60%)", | |
| "sql_synthesis": "4/5 (80%)", | |
| "stem_qa": "4/5 (80%)", | |
| "math_symbolic": "4/5 (80%)", | |
| "think_planning": "5/5 (100%)", | |
| "combined_avg_pct": 57.5, | |
| "speed_tok_per_s": 17.49 | |
| }, | |
| { | |
| "model_id": "marsnext/Phobos-1 (Base Step 33,977)", | |
| "org": "MarsNext", | |
| "total_params_m": 96.26, | |
| "active_params_m": 52.22, | |
| "train_tokens": "1.56B", | |
| "mc20_acc_pct": 35.0, | |
| "mc20_correct": "7/20", | |
| "gen25_score_pct": 68.0, | |
| "gen25_passed": "17/25", | |
| "python_pass_at_1": "3/5 (60%)", | |
| "sql_synthesis": "4/5 (80%)", | |
| "stem_qa": "3/5 (60%)", | |
| "math_symbolic": "2/5 (40%)", | |
| "think_planning": "5/5 (100%)", | |
| "combined_avg_pct": 51.5, | |
| "speed_tok_per_s": 18.52 | |
| }, | |
| { | |
| "model_id": "EleutherAI/pythia-70m-deduped", | |
| "org": "EleutherAI", | |
| "total_params_m": 70.43, | |
| "active_params_m": 70.43, | |
| "train_tokens": "300B", | |
| "mc20_acc_pct": 30.0, | |
| "mc20_correct": "6/20", | |
| "gen25_score_pct": 12.0, | |
| "gen25_passed": "3/25", | |
| "python_pass_at_1": "0/5 (0%)", | |
| "sql_synthesis": "0/5 (0%)", | |
| "stem_qa": "1/5 (20%)", | |
| "math_symbolic": "1/5 (20%)", | |
| "think_planning": "1/5 (20%)", | |
| "combined_avg_pct": 21.0, | |
| "speed_tok_per_s": 101.6 | |
| }, | |
| { | |
| "model_id": "openai-community/gpt2", | |
| "org": "OpenAI", | |
| "total_params_m": 124.44, | |
| "active_params_m": 124.44, | |
| "train_tokens": "40B", | |
| "mc20_acc_pct": 40.0, | |
| "mc20_correct": "8/20", | |
| "gen25_score_pct": 20.0, | |
| "gen25_passed": "5/25", | |
| "python_pass_at_1": "0/5 (0%)", | |
| "sql_synthesis": "1/5 (20%)", | |
| "stem_qa": "1/5 (20%)", | |
| "math_symbolic": "1/5 (20%)", | |
| "think_planning": "2/5 (40%)", | |
| "combined_avg_pct": 30.0, | |
| "speed_tok_per_s": 70.3 | |
| }, | |
| { | |
| "model_id": "EleutherAI/pythia-160m-deduped", | |
| "org": "EleutherAI", | |
| "total_params_m": 162.32, | |
| "active_params_m": 162.32, | |
| "train_tokens": "300B", | |
| "mc20_acc_pct": 25.0, | |
| "mc20_correct": "5/20", | |
| "gen25_score_pct": 12.0, | |
| "gen25_passed": "3/25", | |
| "python_pass_at_1": "0/5 (0%)", | |
| "sql_synthesis": "0/5 (0%)", | |
| "stem_qa": "1/5 (20%)", | |
| "math_symbolic": "0/5 (0%)", | |
| "think_planning": "2/5 (40%)", | |
| "combined_avg_pct": 18.5, | |
| "speed_tok_per_s": 67.1 | |
| }, | |
| { | |
| "model_id": "HuggingFaceTB/SmolLM2-135M", | |
| "org": "HuggingFace", | |
| "total_params_m": 134.52, | |
| "active_params_m": 134.52, | |
| "train_tokens": "2,000B", | |
| "mc20_acc_pct": 60.0, | |
| "mc20_correct": "12/20", | |
| "gen25_score_pct": 36.0, | |
| "gen25_passed": "9/25", | |
| "python_pass_at_1": "0/5 (0%)", | |
| "sql_synthesis": "2/5 (40%)", | |
| "stem_qa": "4/5 (80%)", | |
| "math_symbolic": "1/5 (20%)", | |
| "think_planning": "2/5 (40%)", | |
| "combined_avg_pct": 48.0, | |
| "speed_tok_per_s": 25.8 | |
| } | |
| ], | |
| "phobos_mc_final": { | |
| "correct": 7, | |
| "total": 20, | |
| "acc_pct": 35.0, | |
| "details": [ | |
| { | |
| "id": "ARC-01", | |
| "pred": 0, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "ARC-02", | |
| "pred": 2, | |
| "ans": 2, | |
| "correct": true | |
| }, | |
| { | |
| "id": "ARC-03", | |
| "pred": 0, | |
| "ans": 0, | |
| "correct": true | |
| }, | |
| { | |
| "id": "ARC-04", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "ARC-05", | |
| "pred": 1, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-01", | |
| "pred": 1, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-02", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "SCIQ-03", | |
| "pred": 1, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-04", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-05", | |
| "pred": 2, | |
| "ans": 2, | |
| "correct": true | |
| }, | |
| { | |
| "id": "PIQA-01", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "PIQA-02", | |
| "pred": 0, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "PIQA-03", | |
| "pred": 3, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-01", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-02", | |
| "pred": 0, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-03", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-04", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "MATH-MC1", | |
| "pred": 0, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "MATH-MC2", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "MATH-MC3", | |
| "pred": 3, | |
| "ans": 0, | |
| "correct": false | |
| } | |
| ] | |
| }, | |
| "phobos_mc_base": { | |
| "correct": 7, | |
| "total": 20, | |
| "acc_pct": 35.0, | |
| "details": [ | |
| { | |
| "id": "ARC-01", | |
| "pred": 0, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "ARC-02", | |
| "pred": 2, | |
| "ans": 2, | |
| "correct": true | |
| }, | |
| { | |
| "id": "ARC-03", | |
| "pred": 0, | |
| "ans": 0, | |
| "correct": true | |
| }, | |
| { | |
| "id": "ARC-04", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "ARC-05", | |
| "pred": 1, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-01", | |
| "pred": 1, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-02", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "SCIQ-03", | |
| "pred": 1, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-04", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "SCIQ-05", | |
| "pred": 2, | |
| "ans": 2, | |
| "correct": true | |
| }, | |
| { | |
| "id": "PIQA-01", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "PIQA-02", | |
| "pred": 0, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "PIQA-03", | |
| "pred": 3, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-01", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-02", | |
| "pred": 0, | |
| "ans": 2, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-03", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "CS-04", | |
| "pred": 1, | |
| "ans": 1, | |
| "correct": true | |
| }, | |
| { | |
| "id": "MATH-MC1", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "MATH-MC2", | |
| "pred": 2, | |
| "ans": 1, | |
| "correct": false | |
| }, | |
| { | |
| "id": "MATH-MC3", | |
| "pred": 3, | |
| "ans": 0, | |
| "correct": false | |
| } | |
| ] | |
| } | |
| } |