Updating model Weni/WeniGPT-Mistral-7B-instructBase-4bit

Weni/WeniGPT-Mistral-7B-instructBase-4bit/results_2024-04-14T01-06-41.169623.json

@@ -0,0 +1,325 @@
+{
+    "config_general": {
+        "start_date": "2024-04-14T01-06-41.169623",
+        "start_time": 1713056801.7571127,
+        "end_time": 1713074597.2862103,
+        "total_evaluation_time_seconds": 17795.529097557068,
+        "has_chat_template": true,
+        "chat_type": "user_assistant",
+        "n_gpus": 1,
+        "accelerate_num_process": null,
+        "model_sha": "0fad0e1fe07cca0b4e6d7d31cfe411725dee49f8",
+        "model_dtype": "float16",
+        "model_memory_footprint": 15074869248,
+        "model_num_parameters": 7268995072,
+        "model_is_loaded_in_4bit": null,
+        "model_is_loaded_in_8bit": null,
+        "model_is_quantized": null,
+        "model_device": "cuda:2",
+        "batch_size": 8,
+        "max_length": 2560,
+        "max_ctx_length": 2528,
+        "max_gen_toks": 32,
+        "model_name": "Weni/WeniGPT-Mistral-7B-instructBase-4bit",
+        "job_id": 449,
+        "model_id": "Weni/WeniGPT-Mistral-7B-instructBase-4bit_eval_request_False_float16_Original",
+        "model_base_model": "",
+        "model_weight_type": "Original",
+        "model_revision": "main",
+        "model_private": false,
+        "model_type": "💬 : chat models (RLHF, DPO, IFT, ...)",
+        "model_architectures": "MistralForCausalLM",
+        "submitted_time": "2024-04-09T02:49:40Z",
+        "lm_eval_model_type": "huggingface",
+        "eval_version": "1.1.0"
+    },
+    "results": {
+        "all_grouped_average": 0.42144494295041063,
+        "all_grouped_npm": 0.11442639256572346,
+        "all_grouped": {
+            "enem_challenge": 0.2918124562631211,
+            "bluex": 0.24478442280945759,
+            "oab_exams": 0.2979498861047836,
+            "assin2_rte": 0.7465864435011207,
+            "assin2_sts": 0.5521492658011754,
+            "faquad_nli": 0.21574526524224713,
+            "hatebr_offensive": 0.4601938431322317,
+            "portuguese_hate_speech": 0.5682103706200091,
+            "tweetsentbr": 0.4155725330795492
+        },
+        "all": {
+            "harness|enem_challenge|enem_challenge|None|3": 0.2918124562631211,
+            "harness|bluex|bluex|None|3": 0.24478442280945759,
+            "harness|oab_exams|oab_exams|None|3": 0.2979498861047836,
+            "harness|assin2_rte|assin2_rte|None|15": 0.7465864435011207,
+            "harness|assin2_sts|assin2_sts|None|15": 0.5521492658011754,
+            "harness|faquad_nli|faquad_nli|None|15": 0.21574526524224713,
+            "harness|hatebr_offensive|hatebr_offensive|None|25": 0.4601938431322317,
+            "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": 0.5682103706200091,
+            "harness|tweetsentbr|tweetsentbr|None|25": 0.4155725330795492
+        },
+        "harness|enem_challenge|enem_challenge|None|3": {
+            "acc,all": 0.2918124562631211,
+            "acc,exam_id__2011": 0.2564102564102564,
+            "acc,exam_id__2015": 0.31932773109243695,
+            "acc,exam_id__2017": 0.27586206896551724,
+            "acc,exam_id__2023": 0.26666666666666666,
+            "acc,exam_id__2016_2": 0.2764227642276423,
+            "acc,exam_id__2022": 0.3082706766917293,
+            "acc,exam_id__2009": 0.30434782608695654,
+            "acc,exam_id__2010": 0.358974358974359,
+            "acc,exam_id__2016": 0.2809917355371901,
+            "acc,exam_id__2014": 0.26605504587155965,
+            "acc,exam_id__2012": 0.29310344827586204,
+            "acc,exam_id__2013": 0.2962962962962963,
+            "main_score": 0.2918124562631211
+        },
+        "harness|bluex|bluex|None|3": {
+            "acc,all": 0.24478442280945759,
+            "acc,exam_id__USP_2018": 0.25925925925925924,
+            "acc,exam_id__USP_2019": 0.275,
+            "acc,exam_id__USP_2023": 0.20454545454545456,
+            "acc,exam_id__USP_2022": 0.20408163265306123,
+            "acc,exam_id__UNICAMP_2023": 0.13953488372093023,
+            "acc,exam_id__UNICAMP_2018": 0.2777777777777778,
+            "acc,exam_id__UNICAMP_2019": 0.24,
+            "acc,exam_id__UNICAMP_2024": 0.28888888888888886,
+            "acc,exam_id__UNICAMP_2021_1": 0.2391304347826087,
+            "acc,exam_id__UNICAMP_2021_2": 0.27450980392156865,
+            "acc,exam_id__USP_2020": 0.32142857142857145,
+            "acc,exam_id__UNICAMP_2022": 0.3076923076923077,
+            "acc,exam_id__UNICAMP_2020": 0.2,
+            "acc,exam_id__USP_2024": 0.2926829268292683,
+            "acc,exam_id__USP_2021": 0.15384615384615385,
+            "main_score": 0.24478442280945759
+        },
+        "harness|oab_exams|oab_exams|None|3": {
+            "acc,all": 0.2979498861047836,
+            "acc,exam_id__2013-11": 0.3625,
+            "acc,exam_id__2016-19": 0.21794871794871795,
+            "acc,exam_id__2016-20a": 0.25,
+            "acc,exam_id__2011-03": 0.3333333333333333,
+            "acc,exam_id__2016-20": 0.3375,
+            "acc,exam_id__2018-25": 0.2875,
+            "acc,exam_id__2015-17": 0.38461538461538464,
+            "acc,exam_id__2017-24": 0.275,
+            "acc,exam_id__2012-06a": 0.3625,
+            "acc,exam_id__2013-10": 0.35,
+            "acc,exam_id__2013-12": 0.325,
+            "acc,exam_id__2012-06": 0.3375,
+            "acc,exam_id__2014-15": 0.21794871794871795,
+            "acc,exam_id__2017-22": 0.325,
+            "acc,exam_id__2011-04": 0.2875,
+            "acc,exam_id__2016-21": 0.25,
+            "acc,exam_id__2012-07": 0.25,
+            "acc,exam_id__2012-08": 0.3,
+            "acc,exam_id__2015-18": 0.225,
+            "acc,exam_id__2015-16": 0.3125,
+            "acc,exam_id__2012-09": 0.23376623376623376,
+            "acc,exam_id__2010-01": 0.32941176470588235,
+            "acc,exam_id__2011-05": 0.3625,
+            "acc,exam_id__2010-02": 0.29,
+            "acc,exam_id__2014-14": 0.175,
+            "acc,exam_id__2017-23": 0.275,
+            "acc,exam_id__2014-13": 0.375,
+            "main_score": 0.2979498861047836
+        },
+        "harness|assin2_rte|assin2_rte|None|15": {
+            "f1_macro,all": 0.7465864435011207,
+            "acc,all": 0.7561274509803921,
+            "main_score": 0.7465864435011207
+        },
+        "harness|assin2_sts|assin2_sts|None|15": {
+            "pearson,all": 0.5521492658011754,
+            "mse,all": 1.1086478758169935,
+            "main_score": 0.5521492658011754
+        },
+        "harness|faquad_nli|faquad_nli|None|15": {
+            "f1_macro,all": 0.21574526524224713,
+            "acc,all": 0.3292307692307692,
+            "main_score": 0.21574526524224713
+        },
+        "harness|hatebr_offensive|hatebr_offensive|None|25": {
+            "f1_macro,all": 0.4601938431322317,
+            "acc,all": 0.7028571428571428,
+            "main_score": 0.4601938431322317
+        },
+        "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
+            "f1_macro,all": 0.5682103706200091,
+            "acc,all": 0.681551116333725,
+            "main_score": 0.5682103706200091
+        },
+        "harness|tweetsentbr|tweetsentbr|None|25": {
+            "f1_macro,all": 0.4155725330795492,
+            "acc,all": 0.5830845771144278,
+            "main_score": 0.4155725330795492
+        }
+    },
+    "config_tasks": {
+        "harness|enem_challenge|enem_challenge": "LM Harness task",
+        "harness|bluex|bluex": "LM Harness task",
+        "harness|oab_exams|oab_exams": "LM Harness task",
+        "harness|assin2_rte|assin2_rte": "LM Harness task",
+        "harness|assin2_sts|assin2_sts": "LM Harness task",
+        "harness|faquad_nli|faquad_nli": "LM Harness task",
+        "harness|hatebr_offensive|hatebr_offensive": "LM Harness task",
+        "harness|portuguese_hate_speech|portuguese_hate_speech": "LM Harness task",
+        "harness|tweetsentbr|tweetsentbr": "LM Harness task"
+    },
+    "versions": {
+        "all": 0,
+        "harness|enem_challenge|enem_challenge": 1.1,
+        "harness|bluex|bluex": 1.1,
+        "harness|oab_exams|oab_exams": 1.5,
+        "harness|assin2_rte|assin2_rte": 1.1,
+        "harness|assin2_sts|assin2_sts": 1.1,
+        "harness|faquad_nli|faquad_nli": 1.1,
+        "harness|hatebr_offensive|hatebr_offensive": 1.0,
+        "harness|portuguese_hate_speech|portuguese_hate_speech": 1.0,
+        "harness|tweetsentbr|tweetsentbr": 1.0
+    },
+    "summary_tasks": {
+        "harness|enem_challenge|enem_challenge|None|3": {
+            "sample_size": 1429,
+            "truncated": 2,
+            "non_truncated": 1427,
+            "padded": 0,
+            "non_padded": 1429,
+            "fewshots_truncated": 2,
+            "mean_seq_length": 1648.039188243527,
+            "min_seq_length": 1382,
+            "max_seq_length": 2646,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 3.0,
+            "mean_effective_fewshot_size": 2.998600419874038
+        },
+        "harness|bluex|bluex|None|3": {
+            "sample_size": 719,
+            "truncated": 1,
+            "non_truncated": 718,
+            "padded": 0,
+            "non_padded": 719,
+            "fewshots_truncated": 1,
+            "mean_seq_length": 1747.9262865090404,
+            "min_seq_length": 1371,
+            "max_seq_length": 2548,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 3.0,
+            "mean_effective_fewshot_size": 2.998609179415855
+        },
+        "harness|oab_exams|oab_exams|None|3": {
+            "sample_size": 2195,
+            "truncated": 0,
+            "non_truncated": 2195,
+            "padded": 0,
+            "non_padded": 2195,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1393.764464692483,
+            "min_seq_length": 1127,
+            "max_seq_length": 1896,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 3.0,
+            "mean_effective_fewshot_size": 3.0
+        },
+        "harness|assin2_rte|assin2_rte|None|15": {
+            "sample_size": 2448,
+            "truncated": 0,
+            "non_truncated": 2448,
+            "padded": 0,
+            "non_padded": 2448,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1466.7455065359477,
+            "min_seq_length": 1443,
+            "max_seq_length": 1533,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 15.0,
+            "mean_effective_fewshot_size": 15.0
+        },
+        "harness|assin2_sts|assin2_sts|None|15": {
+            "sample_size": 2448,
+            "truncated": 0,
+            "non_truncated": 2448,
+            "padded": 0,
+            "non_padded": 2448,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1690.7455065359477,
+            "min_seq_length": 1667,
+            "max_seq_length": 1757,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 15.0,
+            "mean_effective_fewshot_size": 15.0
+        },
+        "harness|faquad_nli|faquad_nli|None|15": {
+            "sample_size": 650,
+            "truncated": 0,
+            "non_truncated": 650,
+            "padded": 0,
+            "non_padded": 650,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1706.9876923076922,
+            "min_seq_length": 1651,
+            "max_seq_length": 1827,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 15.0,
+            "mean_effective_fewshot_size": 15.0
+        },
+        "harness|hatebr_offensive|hatebr_offensive|None|25": {
+            "sample_size": 1400,
+            "truncated": 0,
+            "non_truncated": 1400,
+            "padded": 0,
+            "non_padded": 1400,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1487.3878571428572,
+            "min_seq_length": 1464,
+            "max_seq_length": 1738,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 25.0,
+            "mean_effective_fewshot_size": 25.0
+        },
+        "harness|portuguese_hate_speech|portuguese_hate_speech|None|25": {
+            "sample_size": 851,
+            "truncated": 0,
+            "non_truncated": 851,
+            "padded": 0,
+            "non_padded": 851,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1988.3360752056403,
+            "min_seq_length": 1953,
+            "max_seq_length": 2027,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 25.0,
+            "mean_effective_fewshot_size": 25.0
+        },
+        "harness|tweetsentbr|tweetsentbr|None|25": {
+            "sample_size": 2010,
+            "truncated": 0,
+            "non_truncated": 2010,
+            "padded": 0,
+            "non_padded": 2010,
+            "fewshots_truncated": 0,
+            "mean_seq_length": 1734.2492537313433,
+            "min_seq_length": 1713,
+            "max_seq_length": 1829,
+            "max_ctx_length": 2528,
+            "max_gen_toks": 32,
+            "mean_original_fewshots_size": 25.0,
+            "mean_effective_fewshot_size": 25.0
+        }
+    },
+    "summary_general": {
+        "truncated": 3,
+        "non_truncated": 14147,
+        "padded": 0,
+        "non_padded": 14150,
+        "fewshots_truncated": 3
+    }
+}