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Tucano2-0.6B-Base

Text Generation
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Safetensors
Portuguese
llama
text-generation-inference
Eval Results (legacy)
Model card Files
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nicholasKluge commited on
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Files changed (8) hide show
  1. added_tokens.json +45 -0
  2. config.json +32 -0
  3. evals.yaml +190 -0
  4. generation_config.json +14 -0
  5. model.safetensors +3 -0
  6. special_tokens_map.json +74 -0
  7. tokenizer.json +0 -0
  8. tokenizer_config.json +437 -0
added_tokens.json ADDED
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+ "</answer>": 49119,
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+ "<context>": 49120,
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+ "<think>": 49116,
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+ "<tool_call>": 49112,
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+ "<tool_response>": 49114,
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+ "<tools>": 49110,
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+ "<|fim_middle|>": 49124,
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+ "<|fim_prefix|>": 49122,
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+ "<|fim_suffix|>": 49123,
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+ "<|image_pad|>": 49127,
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+ "<|image_placeholder|>": 49128,
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+ "<|image|>": 49126,
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+ "<|pad|>": 49109,
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+ "<|repo_name|>": 49125
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+ }
config.json ADDED
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+ {
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 1536,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "is_llama_config": true,
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+ "max_position_embeddings": 4096,
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+ "mlp_bias": false,
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+ "model_type": "llama",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 28,
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+ "num_key_value_heads": 8,
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+ "pad_token_id": 49109,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-06,
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+ "rope_interleaved": false,
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+ "rope_scaling": null,
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+ "rope_theta": 50000.0,
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+ "tie_word_embeddings": true,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.53.2",
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+ "use_cache": false,
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+ "vocab_size": 49152
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+ }
evals.yaml ADDED
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+ evaluations:
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+ arc_challenge_poly_pt_acc: 0.33247863247863246
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+ arc_challenge_poly_pt_acc_norm: 0.3700854700854701
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+ arc_challenge_poly_pt_acc_norm_stderr: 0.014121621753736067
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+ arc_challenge_poly_pt_acc_stderr: 0.013778666871508503
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+ arc_challenge_poly_pt_alias: arc_challenge_poly_pt
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+ assin2_rte_acc,all: 0.5130718954248366
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+ assin2_rte_acc_stderr,all: 0.007136287055837267
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+ assin2_rte_alias: assin2_rte
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+ assin2_rte_f1_macro,all: 0.36891442630353705
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+ assin2_rte_f1_macro_stderr,all: 0.004995590407601964
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+ assin2_sts_alias: assin2_sts
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+ assin2_sts_mse,all: 1.6449387254901962
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+ assin2_sts_mse_stderr,all: N/A
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+ assin2_sts_pearson,all: 0.10122529198593108
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+ assin2_sts_pearson_stderr,all: 0.013509459447594846
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+ assin_entailment_acc: 0.66825
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+ assin_entailment_acc_stderr: 0.0074455922253301296
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+ assin_entailment_alias: assin_entailment
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+ assin_paraphrase_acc: 0.68
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+ assin_paraphrase_acc_stderr: 0.00737655769318252
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+ assin_paraphrase_alias: assin_paraphrase
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+ belebele_por_Latn_acc: 0.26222222222222225
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+ belebele_por_Latn_acc_norm: 0.26222222222222225
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+ belebele_por_Latn_acc_norm_stderr: 0.014669580202217824
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+ belebele_por_Latn_acc_stderr: 0.014669580202217824
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+ belebele_por_Latn_alias: belebele_por_Latn
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+ bluex_acc,all: 0.2114047287899861
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+ bluex_acc,exam_id__UNICAMP_2018: 0.2222222222222222
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+ bluex_acc,exam_id__UNICAMP_2019: 0.12
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+ bluex_acc,exam_id__UNICAMP_2020: 0.2545454545454545
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+ bluex_acc,exam_id__UNICAMP_2021_1: 0.34782608695652173
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+ bluex_acc,exam_id__UNICAMP_2021_2: 0.21568627450980393
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+ bluex_acc,exam_id__UNICAMP_2022: 0.3076923076923077
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+ bluex_acc,exam_id__UNICAMP_2023: 0.3023255813953488
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+ bluex_acc,exam_id__UNICAMP_2024: 0.2222222222222222
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+ bluex_acc,exam_id__USP_2018: 0.14814814814814814
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+ bluex_acc,exam_id__USP_2019: 0.25
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+ bluex_acc,exam_id__USP_2020: 0.21428571428571427
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+ bluex_acc,exam_id__USP_2021: 0.21153846153846154
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+ bluex_acc,exam_id__USP_2022: 0.12244897959183673
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+ bluex_acc,exam_id__USP_2023: 0.11363636363636363
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+ bluex_acc,exam_id__USP_2024: 0.14634146341463414
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+ bluex_acc_stderr,all: 0.008792062892074834
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+ bluex_acc_stderr,exam_id__UNICAMP_2018: 0.032678043004061255
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+ bluex_acc_stderr,exam_id__UNICAMP_2019: 0.02657623294954054
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+ bluex_acc_stderr,exam_id__UNICAMP_2020: 0.03387860333526782
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+ bluex_acc_stderr,exam_id__UNICAMP_2021_1: 0.040525589885644496
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+ bluex_acc_stderr,exam_id__UNICAMP_2021_2: 0.033227440336532375
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+ bluex_acc_stderr,exam_id__UNICAMP_2022: 0.04256832900072988
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+ bluex_acc_stderr,exam_id__UNICAMP_2023: 0.04033585396483944
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+ bluex_acc_stderr,exam_id__UNICAMP_2024: 0.035722618677772114
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+ bluex_acc_stderr,exam_id__USP_2018: 0.02788267879417696
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+ bluex_acc_stderr,exam_id__USP_2019: 0.03952518565922328
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+ bluex_acc_stderr,exam_id__USP_2020: 0.03163824199119833
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+ bluex_acc_stderr,exam_id__USP_2021: 0.03275051381208595
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+ bluex_acc_stderr,exam_id__USP_2022: 0.027021164094854087
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+ bluex_acc_stderr,exam_id__USP_2023: 0.02764738708665832
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+ bluex_acc_stderr,exam_id__USP_2024: 0.031931812220256435
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+ bluex_alias: bluex
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+ calame_pt_acc: 0.5761078998073218
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+ calame_pt_acc_stderr: 0.010848520804992096
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+ calame_pt_alias: calame_pt
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+ calame_pt_perplexity: 7.505161823615618
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+ calame_pt_perplexity_stderr: 0.44787132592301543
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+ enem_challenge_acc,all: 0.2358292512246326
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+ enem_challenge_acc,exam_id__2009: 0.19130434782608696
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+ enem_challenge_acc,exam_id__2010: 0.20512820512820512
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+ enem_challenge_acc,exam_id__2011: 0.2564102564102564
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+ enem_challenge_acc,exam_id__2012: 0.20689655172413793
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+ enem_challenge_acc,exam_id__2013: 0.3055555555555556
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+ enem_challenge_acc,exam_id__2014: 0.22935779816513763
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+ enem_challenge_acc,exam_id__2015: 0.19327731092436976
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+ enem_challenge_acc,exam_id__2016: 0.24793388429752067
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+ enem_challenge_acc,exam_id__2016_2: 0.2601626016260163
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+ enem_challenge_acc,exam_id__2017: 0.2413793103448276
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+ enem_challenge_acc,exam_id__2022: 0.2556390977443609
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+ enem_challenge_acc,exam_id__2023: 0.23703703703703705
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+ enem_challenge_acc_stderr,all: 0.006488970481818106
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+ enem_challenge_acc_stderr,exam_id__2009: 0.021162122076564756
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+ enem_challenge_acc_stderr,exam_id__2010: 0.02161251982325149
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+ enem_challenge_acc_stderr,exam_id__2011: 0.02328408263989128
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+ enem_challenge_acc_stderr,exam_id__2012: 0.02169743606814018
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+ enem_challenge_acc_stderr,exam_id__2013: 0.02555190327825207
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+ enem_challenge_acc_stderr,exam_id__2014: 0.023214349368781237
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+ enem_challenge_acc_stderr,exam_id__2015: 0.020916129450196143
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+ enem_challenge_acc_stderr,exam_id__2016: 0.022637164962996188
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+ enem_challenge_acc_stderr,exam_id__2016_2: 0.02291364100620369
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+ enem_challenge_acc_stderr,exam_id__2017: 0.022839835315721715
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+ enem_challenge_acc_stderr,exam_id__2022: 0.021748044233065218
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+ enem_challenge_acc_stderr,exam_id__2023: 0.021173762287121492
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+ enem_challenge_alias: enem
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+ faquad_nli_acc,all: 0.7846153846153846
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+ faquad_nli_acc_stderr,all: 0.011396120309131366
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+ faquad_nli_alias: faquad_nli
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+ faquad_nli_f1_macro,all: 0.4396551724137931
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+ faquad_nli_f1_macro_stderr,all: 0.00357969847290883
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+ global_piqa_completions_por_latn_braz_acc: 0.76
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+ global_piqa_completions_por_latn_braz_acc_bytes: 0.81
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+ global_piqa_completions_por_latn_braz_acc_bytes_stderr: 0.039427724440366255
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+ global_piqa_completions_por_latn_braz_acc_norm: 0.79
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+ global_piqa_completions_por_latn_braz_acc_norm_stderr: 0.040936018074033236
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+ global_piqa_completions_por_latn_braz_acc_stderr: 0.04292346959909278
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+ global_piqa_completions_por_latn_braz_alias: global_piqa_completions_por_latn_braz
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+ hatebr_offensive_acc,all: 0.4992857142857143
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+ hatebr_offensive_acc_stderr,all: 0.00947482206123735
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+ hatebr_offensive_alias: hatebr_offensive_binary
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+ hatebr_offensive_f1_macro,all: 0.3330157217722725
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+ hatebr_offensive_f1_macro_stderr,all: 0.004215753402721677
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+ hellaswag_poly_pt_acc: 0.3724130458337848
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+ hellaswag_poly_pt_acc_norm: 0.4774081698992307
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+ hellaswag_poly_pt_acc_norm_stderr: 0.005199629971795624
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+ hellaswag_poly_pt_acc_stderr: 0.005032636971394432
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+ hellaswag_poly_pt_alias: hellaswag_poly_pt
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+ lambada_poly_pt_acc: 0.39452745973219483
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+ lambada_poly_pt_acc_stderr: 0.006809228632878824
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+ lambada_poly_pt_alias: lambada_poly_pt
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+ lambada_poly_pt_perplexity: 20.301981926552738
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+ lambada_poly_pt_perplexity_stderr: 0.7092062816226157
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+ mmlu_poly_pt_acc: 0.2718402882017412
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+ mmlu_poly_pt_acc_stderr: 0.003854510385561605
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+ mmlu_poly_pt_alias: mmlu_poly_pt
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+ oab_exams_acc,all: 0.23280182232346242
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+ oab_exams_acc,exam_id__2010-01: 0.25882352941176473
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+ oab_exams_acc,exam_id__2010-02: 0.25
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+ oab_exams_acc,exam_id__2011-03: 0.25252525252525254
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+ oab_exams_acc,exam_id__2011-04: 0.275
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+ oab_exams_acc,exam_id__2011-05: 0.25
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+ oab_exams_acc,exam_id__2012-06: 0.2375
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+ oab_exams_acc,exam_id__2012-06a: 0.25
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+ oab_exams_acc,exam_id__2012-07: 0.15
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+ oab_exams_acc,exam_id__2012-08: 0.2375
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+ oab_exams_acc,exam_id__2012-09: 0.23376623376623376
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+ oab_exams_acc,exam_id__2013-10: 0.2125
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+ oab_exams_acc,exam_id__2013-11: 0.1875
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+ oab_exams_acc,exam_id__2013-12: 0.1875
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+ oab_exams_acc,exam_id__2014-13: 0.2125
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+ oab_exams_acc,exam_id__2014-14: 0.275
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+ oab_exams_acc,exam_id__2014-15: 0.21794871794871795
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+ oab_exams_acc,exam_id__2015-16: 0.225
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+ oab_exams_acc,exam_id__2015-17: 0.24358974358974358
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+ oab_exams_acc,exam_id__2015-18: 0.2375
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+ oab_exams_acc,exam_id__2016-19: 0.20512820512820512
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+ oab_exams_acc,exam_id__2016-20: 0.2375
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+ oab_exams_acc,exam_id__2016-20a: 0.275
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+ oab_exams_acc,exam_id__2016-21: 0.2
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+ oab_exams_acc,exam_id__2017-22: 0.2375
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+ oab_exams_acc,exam_id__2017-23: 0.2125
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+ oab_exams_acc,exam_id__2017-24: 0.225
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+ oab_exams_acc,exam_id__2018-25: 0.2875
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+ oab_exams_acc_stderr,all: 0.005211375619176454
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+ oab_exams_acc_stderr,exam_id__2010-01: 0.027439944269300902
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+ oab_exams_acc_stderr,exam_id__2010-02: 0.024999054164627513
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+ oab_exams_acc_stderr,exam_id__2011-03: 0.02513759836912599
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+ oab_exams_acc_stderr,exam_id__2011-05: 0.027803429899727953
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+ oab_exams_acc_stderr,exam_id__2012-06: 0.027511514707501687
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+ oab_exams_acc_stderr,exam_id__2012-08: 0.02739801259080428
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+ oab_exams_acc_stderr,exam_id__2012-09: 0.027845780352732368
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+ oab_exams_acc_stderr,exam_id__2013-10: 0.02636327356327225
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+ oab_exams_acc_stderr,exam_id__2013-11: 0.025163741964027368
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+ oab_exams_acc_stderr,exam_id__2013-12: 0.025170557738075854
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+ oab_exams_acc_stderr,exam_id__2014-13: 0.026432573121099534
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+ oab_exams_acc_stderr,exam_id__2014-14: 0.028840484584019492
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+ oab_exams_acc_stderr,exam_id__2014-15: 0.02693219019792365
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+ oab_exams_acc_stderr,exam_id__2015-16: 0.026872817692190045
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+ oab_exams_acc_stderr,exam_id__2015-17: 0.028004812947648394
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+ oab_exams_acc_stderr,exam_id__2015-18: 0.027398518414074452
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+ oab_exams_acc_stderr,exam_id__2016-19: 0.026437389551520193
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+ oab_exams_acc_stderr,exam_id__2016-20: 0.02754894506133313
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+ oab_exams_acc_stderr,exam_id__2017-22: 0.027404924686794917
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+ oab_exams_acc_stderr,exam_id__2018-25: 0.029244778204497373
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+ oab_exams_alias: oab_exams
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+ portuguese_hate_speech_acc,all: 0.6439482961222092
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+ portuguese_hate_speech_acc_stderr,all: 0.01158607666681163
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+ portuguese_hate_speech_alias: portuguese_hate_speech_binary
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+ portuguese_hate_speech_f1_macro,all: 0.44683000920330285
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+ portuguese_hate_speech_f1_macro_stderr,all: 0.010246030132924607
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+ tweetsentbr_acc,all: 0.2880597014925373
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+ tweetsentbr_acc_stderr,all: 0.007133180251905251
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+ tweetsentbr_alias: tweetsentbr
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+ tweetsentbr_f1_macro,all: 0.20570459469384028
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+ tweetsentbr_f1_macro_stderr,all: 0.0054860743968753725
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+ step: 195000
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