From 50d0581424e5b120a88abfb6e2f30e59a39b4685 Mon Sep 17 00:00:00 2001 From: Jakub Date: Wed, 19 Aug 2026 01:28:10 +0200 Subject: [PATCH] update --- README.md | Bin 6 -> 10322 bytes configs/training_args_unsloth_.yaml | 89 +++++++ evaluation/lmeval_custom_tasks/sklegal.yaml | 26 ++ evaluation/lmeval_custom_tasks/skquad.yaml | 2 + evaluation/lmeval_custom_tasks/task.py | 245 ++++++++++++++++++ kody/training_args.yaml | 43 --- plots/lmeval_main_metrics_chart.pdf | Bin 0 -> 22319 bytes plots/lmeval_main_metrics_chart.png | Bin 0 -> 201586 bytes results/lmeval_results_full_table.csv | 18 ++ .../evaluate_mistral_lora_metrics.py | 3 +- scripts/plot_lmeval_results.py | 100 +++++++ {kody => scripts}/test_mistral_lora.py | 0 {kody => scripts}/train_mistral_full.py | 0 .../train_mistral_unsloth_trl.py | 0 .../translate_dataset_to_slovak.py | 173 +++++++++++++ 15 files changed, 654 insertions(+), 45 deletions(-) create mode 100644 configs/training_args_unsloth_.yaml create mode 100644 evaluation/lmeval_custom_tasks/sklegal.yaml create mode 100644 evaluation/lmeval_custom_tasks/skquad.yaml create mode 100644 evaluation/lmeval_custom_tasks/task.py delete mode 100644 kody/training_args.yaml create mode 100644 plots/lmeval_main_metrics_chart.pdf create mode 100644 plots/lmeval_main_metrics_chart.png create mode 100644 results/lmeval_results_full_table.csv rename {kody => scripts}/evaluate_mistral_lora_metrics.py (98%) create mode 100644 scripts/plot_lmeval_results.py rename {kody => scripts}/test_mistral_lora.py (100%) rename {kody => scripts}/train_mistral_full.py (100%) rename {kody => scripts}/train_mistral_unsloth_trl.py (100%) create mode 100644 strojovy_preklad/translate_dataset_to_slovak.py diff --git a/README.md b/README.md index 49cc8ef0e116cef009fe0bd72473a964bbd07f9b..19396be42e3a46743f3800b90bdeae10835560dd 100644 GIT binary patch literal 10322 zcmchdOH*9Q5rvDbBNYA%H-@F%ShSEpS~vnUjKCHW8fi4%iKc1ZbR%fc2+RJVvty}+ 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Custom +top.quantization_bit: '4' +top.quantization_method: bnb +top.rope_scaling: none +top.template: alpaca +train.additional_target: '' +train.apollo_rank: 16 +train.apollo_scale: 32 +train.apollo_target: all +train.apollo_update_interval: 200 +train.badam_mode: layer +train.badam_switch_interval: 50 +train.badam_switch_mode: ascending +train.badam_update_ratio: 0.05 +train.batch_size: 1 +train.compute_type: fp16 +train.create_new_adapter: false +train.cutoff_len: 1024 +train.dataset: +- alpaca_slovak_cleaned +train.dataset_dir: data +train.ds_offload: false +train.ds_stage: none +train.enable_thinking: false +train.extra_args: '{"optim": "adamw_8bit", "eval_steps": 1000, "eval_strategy": "steps", + "save_total_limit": 2}' +train.freeze_extra_modules: '' +train.freeze_language_model: false +train.freeze_multi_modal_projector: true +train.freeze_trainable_layers: 2 +train.freeze_trainable_modules: all +train.freeze_vision_tower: true +train.galore_rank: 16 +train.galore_scale: 2 +train.galore_target: all +train.galore_update_interval: 200 +train.gradient_accumulation_steps: 8 +train.hub_private_repo: false +train.image_max_pixels: 768*768 +train.image_min_pixels: 32*32 +train.learning_rate: 2e-4 +train.logging_steps: 5 +train.lora_alpha: 32 +train.lora_dropout: 0.05 +train.lora_rank: 16 +train.lora_target: q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj +train.loraplus_lr_ratio: 0 +train.lr_scheduler_type: cosine +train.mask_history: false +train.max_grad_norm: '1.0' +train.max_samples: '50000' +train.neat_packing: false +train.neftune_alpha: 0 +train.num_train_epochs: '1.0' +train.packing: false +train.ppo_score_norm: false +train.ppo_whiten_rewards: false +train.pref_beta: 0.1 +train.pref_ftx: 0 +train.pref_loss: sigmoid +train.project: huggingface +train.report_to: none +train.resize_vocab: false +train.reward_model: [] +train.save_steps: 1000 +train.swanlab_api_key: '' +train.swanlab_link: null +train.swanlab_mode: cloud +train.swanlab_project: llamafactory +train.swanlab_run_name: '' +train.swanlab_workspace: '' +train.trackio_space_id: trackio +train.train_on_prompt: false +train.training_stage: Supervised Fine-Tuning +train.use_apollo: false +train.use_badam: false +train.use_dora: false +train.use_galore: false +train.use_llama_pro: false +train.use_pissa: false +train.use_rslora: false +train.use_swanlab: false +train.val_size: 0.025 +train.video_max_pixels: 256*256 +train.video_min_pixels: 16*16 +train.warmup_steps: 150 \ No newline at end of file diff --git a/evaluation/lmeval_custom_tasks/sklegal.yaml b/evaluation/lmeval_custom_tasks/sklegal.yaml new file mode 100644 index 0000000..6dd2963 --- /dev/null +++ b/evaluation/lmeval_custom_tasks/sklegal.yaml @@ -0,0 +1,26 @@ +task: sklegal +repeats: 1 +metadata: + version: 1 +test_split: test +description: '' +doc_to_text: '{{prompt}} ' +metric_list: +- metric: acc + aggregation: mean + higher_is_better: true +- metric: acc_norm + aggregation: mean + higher_is_better: true +num_fewshot: 0 +output_type: multiple_choice +unsafe_code: false +dataset_path: TUKE-KEMT/slovak-legal-exam +doc_to_choice: '{{answers}}' +doc_to_target: label +target_delimiter: ' ' +fewshot_delimiter: ' + + + ' +should_decontaminate: false diff --git a/evaluation/lmeval_custom_tasks/skquad.yaml b/evaluation/lmeval_custom_tasks/skquad.yaml new file mode 100644 index 0000000..2546a99 --- /dev/null +++ b/evaluation/lmeval_custom_tasks/skquad.yaml @@ -0,0 +1,2 @@ +task: skquad +class: !function task.SQuAD2 diff --git a/evaluation/lmeval_custom_tasks/task.py b/evaluation/lmeval_custom_tasks/task.py new file mode 100644 index 0000000..c9e55f7 --- /dev/null +++ b/evaluation/lmeval_custom_tasks/task.py @@ -0,0 +1,245 @@ +""" +Know What You Don’t Know: Unanswerable Questions for SQuAD +https://arxiv.org/pdf/1806.03822.pdf + +Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, +consisting of questions posed by crowdworkers on a set of Wikipedia articles, +where the answer to every question is a segment of text, or span, from the +corresponding reading passage, or the question might be unanswerable. +SQuAD2.0 combines the 100,000 questions in SQuAD1.1 with over 50,000 unanswerable +questions written adversarially by crowdworkers to look similar to answerable ones. +To do well on SQuAD2.0, systems must not only answer questions when possible, but +also determine when no answer is supported by the paragraph and abstain from answering. + +Homepage: https://rajpurkar.github.io/SQuAD-explorer/ +""" + +from functools import partial +from math import exp + +import datasets +from packaging import version + +from lm_eval.api.instance import Instance +from lm_eval.api.task import ConfigurableTask + + +_CITATION = """ +@misc{rajpurkar2018know, + title={Know What You Don't Know: Unanswerable Questions for SQuAD}, + author={Pranav Rajpurkar and Robin Jia and Percy Liang}, + year={2018}, + eprint={1806.03822}, + archivePrefix={arXiv}, + primaryClass={cs.CL} +} +""" + + +def _squad_metric(predictions, references): + import evaluate + + squad_metric = evaluate.load("squad_v2") + return squad_metric.compute(predictions=predictions, references=references) + + +def _squad_agg(key, items): + predictions, references = zip(*items) + + return _squad_metric(predictions=predictions, references=references).get(key, 0) + + +class SQuAD2(ConfigurableTask): + VERSION = 3 + DATASET_PATH = "TUKE-DeutscheTelekom/skquad" + DATASET_NAME = None + + def __init__(self, config=None): + super().__init__(config={"metadata": {"version": self.VERSION}}) + + # HF changed squad on us so we have to make sure we aren't running the old one + assert version.parse(datasets.__version__) >= version.parse("1.11.0"), ( + "datasets v1.11.0 or later required for SQuAD" + ) + + def has_training_docs(self): + return True + + def has_validation_docs(self): + return True + + def has_test_docs(self): + return False + + def training_docs(self): + return self.dataset["train"] + + def validation_docs(self): + return self.dataset["validation"] + + def doc_to_text(self, doc): + return ( + "Title: " + + doc["title"] + + "\n\n" + + "Background: " + + doc["context"] + + "\n\n" + + "Question: " + + doc["question"] + + "\n\n" + + "Answer:" + ) + + def should_decontaminate(self): + return True + + def doc_to_decontamination_query(self, doc): + return doc["context"] + + def doc_to_target(self, doc): + answer_list = doc["answers"]["text"] + if len(answer_list) > 0: + answer = answer_list[0] + else: + answer = "unanswerable" + return " " + answer + + def construct_requests( + self, doc, ctx, chat_template=None, apply_chat_template=False, **kwargs + ): + """Uses RequestFactory to construct Requests and returns an iterable of + Requests which will be sent to the LM. + + :param doc: + The document as returned from training_docs, validation_docs, or test_docs. + :param ctx: str + The context string, generated by fewshot_context. This includes the natural + language description, as well as the few shot examples, and the question + part of the document for `doc`. + """ + + return [ + Instance( + request_type="generate_until", + doc=doc, + arguments=(ctx, {"until": ["\n"]}), + idx=0, + **kwargs, + ), + Instance( + request_type="loglikelihood", + doc=doc, + arguments=(ctx, " " + "unanswerable"), + idx=0, + **kwargs, + ), + ] + + def process_results(self, doc, results): + """Take a single document and the LM results and evaluates, returning a + dict where keys are the names of submetrics and values are the values of + the metric for that one document + + :param doc: + The document as returned from training_docs, validation_docs, or test_docs. + :param results: + The results of the requests created in construct_requests. + """ + + continuation, (logprob_unanswerable, _) = results + + no_answer_probability = exp(logprob_unanswerable) + + predictions = { + "id": doc["id"], + "prediction_text": continuation, + "no_answer_probability": no_answer_probability, + } + + references = { + "id": doc["id"], + "answers": doc["answers"], + } + + return { + "exact": ( + predictions, + references, + ), # Exact match (the normalized answer exactly match the gold answer) + "f1": ( + predictions, + references, + ), # The F-score of predicted tokens versus the gold answer + "HasAns_exact": ( + predictions, + references, + ), # Exact match (the normalized answer exactly match the gold answer) + "HasAns_f1": ( + predictions, + references, + ), # The F-score of predicted tokens versus the gold answer + "NoAns_exact": ( + predictions, + references, + ), # Exact match (the normalized answer exactly match the gold answer) + "NoAns_f1": ( + predictions, + references, + ), # The F-score of predicted tokens versus the gold answer + "best_exact": ( + predictions, + references, + ), # Best exact match (with varying threshold) + "best_f1": (predictions, references), # Best F1 (with varying threshold) + } + + def aggregation(self): + """ + :returns: {str: [float] -> float} + A dictionary where keys are the names of submetrics and values are + functions that aggregate a list of metrics + """ + return { + "exact": partial( + _squad_agg, "exact" + ), # Exact match (the normalized answer exactly match the gold answer) + "f1": partial( + _squad_agg, "f1" + ), # The F-score of predicted tokens versus the gold answer + "HasAns_exact": partial( + _squad_agg, "HasAns_exact" + ), # Exact match (the normalized answer exactly match the gold answer) + "HasAns_f1": partial( + _squad_agg, "HasAns_f1" + ), # The F-score of predicted tokens versus the gold answer + "NoAns_exact": partial( + _squad_agg, "NoAns_exact" + ), # Exact match (the normalized answer exactly match the gold answer) + "NoAns_f1": partial( + _squad_agg, "NoAns_f1" + ), # The F-score of predicted tokens versus the gold answer + "best_exact": partial( + _squad_agg, "best_exact" + ), # Best exact match (with varying threshold) + "best_f1": partial( + _squad_agg, "best_f1" + ), # Best F1 (with varying threshold) + } + + def higher_is_better(self): + """ + :returns: {str: bool} + A dictionary where keys are the names of submetrics and values are + whether a higher value of the submetric is better + """ + return { + "exact": True, # Exact match (the normalized answer exactly match the gold answer) + "f1": True, # The F-score of predicted tokens versus the gold answer + "HasAns_exact": True, # Exact match (the normalized answer exactly match the gold answer) + "HasAns_f1": True, # The F-score of predicted tokens versus the gold answer + "NoAns_exact": True, # Exact match (the normalized answer exactly match the gold answer) + "NoAns_f1": True, # The F-score of predicted tokens versus the gold answer + "best_exact": True, # Best exact match (with varying threshold) + "best_f1": True, # Best F1 (with varying threshold) + } diff --git a/kody/training_args.yaml b/kody/training_args.yaml deleted file mode 100644 index 52f1945..0000000 --- a/kody/training_args.yaml +++ /dev/null @@ -1,43 +0,0 @@ -cutoff_len: 1024 -dataset: alpaca_slovak_cleaned -dataset_dir: data -ddp_timeout: 180000000 -do_train: true -double_quantization: true -enable_thinking: false -eval_steps: 1000 -eval_strategy: steps -finetuning_type: lora -flash_attn: auto -fp16: true -gradient_accumulation_steps: 8 -include_num_input_tokens_seen: true -learning_rate: 0.0002 -logging_steps: 5 -lora_alpha: 32 -lora_dropout: 0.05 -lora_rank: 16 -lora_target: q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj -lr_scheduler_type: cosine -max_grad_norm: 1.0 -max_samples: 50000 -model_name_or_path: slovak-nlp/mistral-sk-7b -num_train_epochs: 1.0 -optim: adamw_8bit -output_dir: /home/schwarc/diplomovka/mistral_sk_alpaca/llamafactory-full-lora -packing: false -per_device_eval_batch_size: 1 -per_device_train_batch_size: 1 -plot_loss: true -preprocessing_num_workers: 16 -quantization_bit: 4 -quantization_method: bnb -report_to: none -save_steps: 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