JWei05/gemma4-e2b-base-to-e4b-topk128-distill
Text Generation • 9B • Updated • 19
Datasets:
schema_version string | rescore_config_sha256 string | source_dataset_index_sha256 string | source_experiment_sha256 string | source_parquet_sha256 string | source_generation_config_sha256 string | trace_id string | direction string | split string | source_dataset string | source_dataset_sha256 string | source_uid string | question_sha256 string | prompt_index int64 | sample_index int8 | question_text large_string | gold_answer large_string | strict_grade float32 | strict_correct bool | strict_prediction large_string | response_text large_string | vllm_response_text large_string | prompt_token_ids list | response_token_ids list | input_ids list | response_mask list | teacher_topk_token_ids list | teacher_topk_logprobs list | teacher_sampled_token_logprobs list | teacher_topk_rank_order string | prompt_length int32 | response_length int32 | shard_id int32 | row_within_shard int32 | source_target_engine string | source_teacher_model string | source_teacher_revision string | source_teacher_content_sha256 string | source_sampling_parameters_json large_string | source_environment_versions_json large_string | target_engine string | target_model_identity_sha256 string | target_dtype string | target_attention_implementation string | target_final_logit_softcapping float32 | rescoring_timestamp string |
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gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 756b89501b704c571938a9e377dacf081aca51f7fab0cdf91e7bb070cb834f2d | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000000:sha256:2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 0 | 0 | "Let $a,$ $b,$ $c,$ $d,$ $e,$ $f$ be positive real numbers such that $a + b + c + d + e + f = 7.$ F(...TRUNCATED) | 63 | 0 | false | \frac{3}{5} | "We know that $a + b + c + d + e + f = 7$, giving $c = 7 - a - b - d - e - f$. Separating out the nu(...TRUNCATED) | "We know that $a + b + c + d + e + f = 7$, giving $c = 7 - a - b - d - e - f$. Separating out the nu(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [1882,1281,600,609,236746,900,518,900,505,900,513,900,545,900,517,578,236743,236832,2500,6295,609,23(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[1882,818,10081,2318,236795,6481,2292,17123,3292,194234,7280,2859,2094,236785,31836,51613,7795,2542(...TRUNCATED) | [[-1.3115234375,-2.185546875,-2.435546875,-2.810546875,-2.935546875,-3.310546875,-3.560546875,-3.560(...TRUNCATED) | [-1.3115234375,-2.5859375,-0.92822265625,-0.297119140625,-0.148193359375,-0.1783447265625,-0.0145034(...TRUNCATED) | 1..128 | 1,633 | 465 | 0 | 0 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 45384ba9371a76326c755361de2c8599b799d786da4ec3eca86b60d76ae7c1a4 | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000000:sha256:2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 0 | 1 | "Let $a,$ $b,$ $c,$ $d,$ $e,$ $f$ be positive real numbers such that $a + b + c + d + e + f = 7.$ F(...TRUNCATED) | 63 | 0 | false | \frac{29}{b} | "Note that we need to set the $a + b + c + d + e + f$ (always positive) to 7. So $a + b + c + d + e (...TRUNCATED) | "Note that we need to set the $a + b + c + d + e + f$ (always positive) to 7. So $a + b + c + d + e (...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [10282,600,692,1202,531,1076,506,609,236746,900,518,900,505,900,513,900,545,900,517,236795,568,47236(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[1882,818,10081,2318,236795,6481,2292,17123,3292,194234,7280,2859,2094,236785,31836,51613,7795,2542(...TRUNCATED) | [[-1.3115234375,-2.185546875,-2.435546875,-2.810546875,-2.935546875,-3.310546875,-3.560546875,-3.560(...TRUNCATED) | [-5.5625,-0.08258056640625,-3.060546875,-3.669921875,-0.828125,-6.12109375,-2.1484375,-3.716796875,-(...TRUNCATED) | 1..128 | 1,633 | 262 | 0 | 1 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 0fa0326cb96f76edb276c42a80b0361926f8e4151f90d0aac88e7d47a5081e5b | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000000:sha256:2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 0 | 2 | "Let $a,$ $b,$ $c,$ $d,$ $e,$ $f$ be positive real numbers such that $a + b + c + d + e + f = 7.$ F(...TRUNCATED) | 63 | 0 | false | 2 | "We have $a + b + c + d + e + f = 7.$ Multiplying by $2$ on the left and by $7$ on the right gives $(...TRUNCATED) | "We have $a + b + c + d + e + f = 7.$ Multiplying by $2$ on the left and by $7$ on the right gives $(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [1882,735,609,236746,900,518,900,505,900,513,900,545,900,517,578,236743,236832,9222,115142,4271,684,(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[1882,818,10081,2318,236795,6481,2292,17123,3292,194234,7280,2859,2094,236785,31836,51613,7795,2542(...TRUNCATED) | [[-1.3115234375,-2.185546875,-2.435546875,-2.810546875,-2.935546875,-3.310546875,-3.560546875,-3.560(...TRUNCATED) | [-1.3115234375,-0.8359375,-0.6630859375,-0.30908203125,-0.10491943359375,-0.026214599609375,-0.00719(...TRUNCATED) | 1..128 | 1,633 | 146 | 0 | 2 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | c18100ccd7611ed872df626b9139c7a8837db5c30b2dfa8bc659f79496471f45 | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000000:sha256:2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 0 | 3 | "Let $a,$ $b,$ $c,$ $d,$ $e,$ $f$ be positive real numbers such that $a + b + c + d + e + f = 7.$ F(...TRUNCATED) | 63 | 0 | false | 35 | "All terms are from 0 to 7, so only one term can be $1$, so this is equivalent to finding the minimu(...TRUNCATED) | "All terms are from 0 to 7, so only one term can be $1$, so this is equivalent to finding the minimu(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [3243,3755,659,699,236743,236771,531,236743,236832,236764,834,1186,886,1941,740,577,609,236770,2500,(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[1882,818,10081,2318,236795,6481,2292,17123,3292,194234,7280,2859,2094,236785,31836,51613,7795,2542(...TRUNCATED) | [[-1.3115234375,-2.185546875,-2.435546875,-2.810546875,-2.935546875,-3.310546875,-3.560546875,-3.560(...TRUNCATED) | [-6.0625,-2.091796875,-0.63037109375,-6.83203125,-1.0419921875,-1.1552734375,-0.06439208984375,-0.10(...TRUNCATED) | 1..128 | 1,633 | 202 | 0 | 3 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | d6cea30b77412c277bdf71300622672a5b19e3c59f4d1aac24def80cfc3419af | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000000:sha256:2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 2171ec331e6721791c443eda8b396b9dbbf5498659b84df5e56ef56827eda9dc | 0 | 4 | "Let $a,$ $b,$ $c,$ $d,$ $e,$ $f$ be positive real numbers such that $a + b + c + d + e + f = 7.$ F(...TRUNCATED) | 63 | 0 | false | 36/77 | "By the Law of Small Integer (for positive integers $n, m, a, b, c > 0$), we have $$-\\frac{1}{a} + (...TRUNCATED) | "By the Law of Small Integer (for positive integers $n, m, a, b, c > 0$), we have $$-\\frac{1}{a} + (...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [2292,506,6563,529,16647,15556,568,1708,4414,25630,609,236749,236764,520,236764,496,236764,518,23676(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[1882,818,10081,2318,236795,6481,2292,17123,3292,194234,7280,2859,2094,236785,31836,51613,7795,2542(...TRUNCATED) | [[-1.3115234375,-2.185546875,-2.435546875,-2.810546875,-2.935546875,-3.310546875,-3.560546875,-3.560(...TRUNCATED) | [-3.560546875,-0.70751953125,-5.22265625,-0.00461578369140625,-3.138671875,-3.96875,-5.44921875,-5.4(...TRUNCATED) | 1..128 | 1,633 | 509 | 0 | 4 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 7ef64928a49efd0da944612b66956dd24bdd8572b0226d2959b633b9f9c1c59d | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000001:sha256:efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | 1 | 0 | How many perfect squares are between 50 and 250? Please output the final answer within \boxed{}. | 8 | 0 | false | 4 | "We can check whether a number is a perfect square by finding all the square roots of its perfect sq(...TRUNCATED) | "We can check whether a number is a perfect square by finding all the square roots of its perfect sq(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [1882,740,2426,3363,496,1548,563,496,4011,6281,684,8159,784,506,6281,14546,529,1061,4011,6281,5872,2(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[3810,818,1882,236795,34531,54133,236810,10081,2021,7280,3292,6481,142612,236776,43812,3243,4663,76(...TRUNCATED) | [[-1.41796875,-1.54296875,-2.04296875,-2.66796875,-3.04296875,-3.66796875,-3.79296875,-4.29296875,-4(...TRUNCATED) | [-2.04296875,-2.1484375,-3.013671875,-3.591796875,-0.63232421875,-0.2386474609375,-0.299560546875,-0(...TRUNCATED) | 1..128 | 1,548 | 123 | 0 | 5 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 59baceaf3b106672baa1d1bc85ee76634f4a992c8b12b19b6dc412d60dd9ae55 | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000001:sha256:efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | 1 | 1 | How many perfect squares are between 50 and 250? Please output the final answer within \boxed{}. | 8 | 0 | false | 4 (\sqrt{5} - \sqrt{2}) | "We can factor 50 as $2^2 \\cdot 5 \\Rightarrow 50 - \\sqrt{50} = 4 \\sqrt{2}$, and factor 250 as $2(...TRUNCATED) | "We can factor 50 as $2^2 \\cdot 5 \\Rightarrow 50 - \\sqrt{50} = 4 \\sqrt{2}$, and factor 250 as $2(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [1882,740,5415,236743,236810,236771,618,609,236778,236884,236778,621,4172,236743,236810,621,13676,23(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[3810,818,1882,236795,34531,54133,236810,10081,2021,7280,3292,6481,142612,236776,43812,3243,4663,76(...TRUNCATED) | [[-1.41796875,-1.54296875,-2.04296875,-2.66796875,-3.04296875,-3.66796875,-3.79296875,-4.29296875,-4(...TRUNCATED) | [-2.04296875,-2.1484375,-5.13671875,-0.72021484375,-0.60546875,-0.006683349609375,-0.349853515625,-0(...TRUNCATED) | 1..128 | 1,548 | 142 | 0 | 6 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 32f2e30f038ea6fbe34adb1806b94b37dff05551d12bc32939131ce9dd1ea397 | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000001:sha256:efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | 1 | 2 | How many perfect squares are between 50 and 250? Please output the final answer within \boxed{}. | 8 | 0 | false | 57 | "We are going to find $\\sqrt{250}, \\sqrt{249}$ to learn the pattern. $\\sqrt{250} < 5\\sqrt{50} < (...TRUNCATED) | "We are going to find $\\sqrt{250}, \\sqrt{249}$ to learn the pattern. $\\sqrt{250} < 5\\sqrt{50} < (...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [1882,659,1771,531,1586,874,4784,236782,236778,236810,236771,1263,621,4784,236782,236778,236812,2368(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[3810,818,1882,236795,34531,54133,236810,10081,2021,7280,3292,6481,142612,236776,43812,3243,4663,76(...TRUNCATED) | [[-1.41796875,-1.54296875,-2.04296875,-2.66796875,-3.04296875,-3.66796875,-3.79296875,-4.29296875,-4(...TRUNCATED) | [-2.04296875,-2.7734375,-4.6171875,-0.265380859375,-1.794921875,-4.3203125,-0.32861328125,-0.0828247(...TRUNCATED) | 1..128 | 1,548 | 121 | 0 | 7 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | cc0b1f39e64ec9ff9286ed098856a729be6d3d2eb26adf931319fba6e70a7333 | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000001:sha256:efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | 1 | 3 | How many perfect squares are between 50 and 250? Please output the final answer within \boxed{}. | 8 | 0 | false | "You can list all whole perfect squares between 50 and 250.<style> Please annotate each perfect squa(...TRUNCATED) | "You can list all whole perfect squares between 50 and 250.<style> Please annotate each perfect squa(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [3048,740,1694,784,3697,4011,23441,1534,236743,236810,236771,532,236743,236778,236810,236771,21603,3(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[3810,818,1882,236795,34531,54133,236810,10081,2021,7280,3292,6481,142612,236776,43812,3243,4663,76(...TRUNCATED) | [[-1.41796875,-1.54296875,-2.04296875,-2.66796875,-3.04296875,-3.66796875,-3.79296875,-4.29296875,-4(...TRUNCATED) | [-6.66796875,-0.7646484375,-2.658203125,-1.5615234375,-7.12109375,-1.244140625,-0.03167724609375,-0.(...TRUNCATED) | 1..128 | 1,548 | 152 | 0 | 8 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 | |
gemma4-hf-bf16-sdpa-topk-overlay-v1 | 1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a | efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a | 17ba236cfe2fdc25ed6f2d5e145534abfdd890a5d42396e8b801012301a52f64 | a9c4d270f0246252b6e4d3478f99af61b7f41e78e552d76a43025a0fca55bd78 | a2c1aacb4166472a6da7c0af223270b0feb289c1d612b08ea5c090184687d75c | 497d85382ef58d72af944fd42294f54c5fda5c723b9de98f01116bc8c8ae533a | e2b_base_to_e4b | train | deepscaler_4of4strict_rl_train | 407211b033fb4013e7199012f441301e4012caf9d493a1321587bdae3c894918 | row:00000001:sha256:efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | efc45d868ae38cb3ce44a034098717d857d2e5d9b4acdfa4b8947aabf8bd3387 | 1 | 4 | How many perfect squares are between 50 and 250? Please output the final answer within \boxed{}. | 8 | 0 | false | "50 is $25^2$, 56 is $25^2 + 1$, 67 is $25^2 + 9$, 78 is $25^2 + 16$, 89 is $25^2 + 26$, 90 is $25^2(...TRUNCATED) | "50 is $25^2$, 56 is $25^2 + 1$, 67 is $25^2 + 9$, 78 is $25^2 + 16$, 89 is $25^2 + 26$, 90 is $25^2(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [236810,236771,563,609,236778,236810,236884,236778,2500,236743,236810,236825,563,609,236778,236810,2(...TRUNCATED) | [2,236820,3041,236779,1340,236779,887,236813,2364,107,11823,506,8610,529,506,5619,874,1420,1564,4784(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | [[3810,818,1882,236795,34531,54133,236810,10081,2021,7280,3292,6481,142612,236776,43812,3243,4663,76(...TRUNCATED) | [[-1.41796875,-1.54296875,-2.04296875,-2.66796875,-3.04296875,-3.66796875,-3.79296875,-4.29296875,-4(...TRUNCATED) | [-3.79296875,-0.15625,-1.14453125,-1.974609375,-0.62255859375,-0.6455078125,-0.19775390625,-0.001296(...TRUNCATED) | 1..128 | 1,548 | 143 | 0 | 9 | vllm | /tmp/hf_cache/models--google--gemma-4-E2B/snapshots/d29ff6b45f081a49ee2733a859c9c9c2d95d1a6f | null | 76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 | "{\"include_stop_str_in_output\":false,\"logprobs\":128,\"max_model_len\":12288,\"max_prompt_tokens\(...TRUNCATED) | "{\"platform\":\"Linux-6.8.0-1046-nvidia-x86_64-with-glibc2.35\",\"pyarrow\":\"25.0.0\",\"python\":\(...TRUNCATED) | hf_bf16_sdpa_full_forward | bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561 | bfloat16 | sdpa | 30 | 2026-07-31T06:26:16.720095+00:00 |
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Gemma 4 E2B base top-k-128 HF training overlay
This is the immutable training-engine overlay used to distill traces from Gemma 4 E2B base into
Gemma 4 E4B. It preserves the prompts, responses, and exact response token IDs from
JWei05/gemma4-e2b-base-topk128-traces,
but replaces the source vLLM top-k targets with targets recomputed by the Hugging Face training
engine.
This repository is a reproducibility artifact for the corresponding distillation run. It is not a new independently collected corpus.
Contents
| Split | Rows | Response tokens | Shards |
|---|---|---|---|
| train | 48,615 | 8,087,407 | 1,216 |
| validation | 128 | 18,437 | 16 |
| total | 48,743 | 8,105,844 | 1,232 |
The validation split contains one trace from each of 128 deterministic, unique, train-disjoint
validation prompts selected with seed 42. The Parquet shards use int32 token IDs and float16
stored log probabilities.
Target computation
- Teacher:
google/gemma-4-E2Bsnapshotd29ff6b45f081a49ee2733a859c9c9c2d95d1a6f - Engine: unsharded Hugging Face Transformers forward
- Compute dtype: BF16
- Attention implementation: SDPA
- Vocabulary normalization: FP32 full-vocabulary
logsumexpafter the BF16 language-model head and final-logit softcap - Top-k width: 128 over a 262,144-token vocabulary
- Alignment: response token at input position
iis scored by logits ati - 1 - Maximum sequence length: 12,288 tokens
The original response token IDs are never re-tokenized. rescore_config.json,
parity_receipt.json, and dataset_index.json record the complete semantic configuration and
integrity identities.
Integrity identities
- Dataset index SHA-256:
124a1b904b60963fb2b1d422107bec593a8ef1053cce34fff40bfb6314d1a16e - Source dataset index SHA-256:
efe76f5a53225e97081a750495ceb8ebe26b1a72a3ea8e0b74ea079a87828c0a - Rescore configuration SHA-256:
1c409d348a85f8d66941e7cb0700279af127147d82c39e6079aab929fcfca17a - Teacher weight-content SHA-256:
76dc84a5a805a2c8b91e9ccc00b8dbf8f4a99bf0d56ab25832f6e6addd4f7f57 - Teacher model-identity SHA-256:
bde9e800223cdd62228ce39e0305398f6ada05b98adaf438b0b3d3d3c3015561
Intended use
Use this overlay when reproducing the E2B-base-to-E4B top-k distillation experiment with the
repository's gemma4_topk_distill_fsdp2.sh launcher. Consumers should validate
dataset_index.json before training and preserve the registered shard order.
The generated traces and probabilities remain subject to the terms governing the source dataset and Gemma models. Review those terms before redistribution or downstream use.
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Models trained or fine-tuned on JWei05/gemma4-e2b-base-topk128-hf-overlay-v128-seed42