https://docs.axolotl.ai/src/axolotl/integrations/cut_cross_entropy/ACKNOWLEDGEMENTS.html 2025-12-01T08:03:23.253Z https://docs.axolotl.ai/docs/mac.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/cli.html 2025-12-01T08:03:23.226Z https://docs.axolotl.ai/docs/mixed_precision.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/installation.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/dataset_loading.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/sequence_parallelism.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/optimizations.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/gradient_checkpointing.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/docker.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/input_output.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/multi-gpu.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/dataset-formats/template_free.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/dataset-formats/tokenized.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/dataset-formats/pretraining.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/dataset-formats/stepwise_supervised.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/rlhf.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/multi-node.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/batch_vs_grad.html 2025-12-01T08:03:23.226Z https://docs.axolotl.ai/docs/nd_parallelism.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/fsdp_qlora.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/quantize.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/reward_modelling.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/api/core.chat.format.llama3x.html 2025-12-01T08:06:53.994Z https://docs.axolotl.ai/docs/api/monkeypatch.unsloth_.html 2025-12-01T08:06:54.895Z https://docs.axolotl.ai/docs/api/integrations.kd.trainer.html 2025-12-01T08:06:55.398Z https://docs.axolotl.ai/docs/api/integrations.grokfast.optimizer.html 2025-12-01T08:06:55.389Z https://docs.axolotl.ai/docs/api/core.chat.format.chatml.html 2025-12-01T08:06:53.993Z https://docs.axolotl.ai/docs/api/utils.callbacks.perplexity.html 2025-12-01T08:06:55.524Z https://docs.axolotl.ai/docs/api/utils.callbacks.profiler.html 2025-12-01T08:06:55.528Z https://docs.axolotl.ai/docs/api/cli.preprocess.html 2025-12-01T08:06:54.187Z https://docs.axolotl.ai/docs/api/cli.utils.load.html 2025-12-01T08:06:54.241Z https://docs.axolotl.ai/docs/api/cli.inference.html 2025-12-01T08:06:54.152Z https://docs.axolotl.ai/docs/api/cli.args.html 2025-12-01T08:06:54.096Z https://docs.axolotl.ai/docs/api/prompt_tokenizers.html 2025-12-01T08:06:53.917Z https://docs.axolotl.ai/docs/api/cli.vllm_serve.html 2025-12-01T08:06:54.201Z https://docs.axolotl.ai/docs/api/monkeypatch.data.batch_dataset_fetcher.html 2025-12-01T08:06:54.906Z https://docs.axolotl.ai/docs/api/loaders.constants.html 2025-12-01T08:06:54.386Z https://docs.axolotl.ai/docs/api/prompt_strategies.input_output.html 2025-12-01T08:06:54.547Z https://docs.axolotl.ai/docs/api/core.trainers.trl.html 2025-12-01T08:06:54.298Z https://docs.axolotl.ai/docs/api/models.mamba.modeling_mamba.html 2025-12-01T08:06:55.433Z https://docs.axolotl.ai/docs/api/monkeypatch.stablelm_attn_hijack_flash.html 2025-12-01T08:06:54.882Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_chat.html 2025-12-01T08:06:54.491Z https://docs.axolotl.ai/docs/api/prompt_strategies.metharme.html 2025-12-01T08:06:54.561Z https://docs.axolotl.ai/docs/api/utils.freeze.html 2025-12-01T08:06:54.980Z https://docs.axolotl.ai/docs/api/logging_config.html 2025-12-01T08:06:53.929Z https://docs.axolotl.ai/docs/api/monkeypatch.trainer_fsdp_optim.html 2025-12-01T08:06:54.886Z https://docs.axolotl.ai/docs/api/cli.art.html 2025-12-01T08:06:54.100Z https://docs.axolotl.ai/docs/api/utils.collators.mamba.html 2025-12-01T08:06:55.462Z https://docs.axolotl.ai/docs/api/cli.utils.train.html 2025-12-01T08:06:54.263Z https://docs.axolotl.ai/docs/api/integrations.base.html 2025-12-01T08:06:55.383Z https://docs.axolotl.ai/docs/api/core.trainers.dpo.trainer.html 2025-12-01T08:06:54.312Z https://docs.axolotl.ai/docs/api/cli.checks.html 2025-12-01T08:06:54.108Z https://docs.axolotl.ai/docs/api/common.architectures.html 2025-12-01T08:06:55.412Z https://docs.axolotl.ai/docs/api/utils.bench.html 2025-12-01T08:06:54.971Z https://docs.axolotl.ai/docs/api/utils.data.streaming.html 2025-12-01T08:06:55.076Z https://docs.axolotl.ai/docs/api/utils.chat_templates.html 2025-12-01T08:06:54.954Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_w_system.html 2025-12-01T08:06:54.507Z https://docs.axolotl.ai/docs/api/core.trainers.utils.html 2025-12-01T08:06:54.342Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.zephyr.html 2025-12-01T08:06:54.614Z https://docs.axolotl.ai/docs/api/cli.evaluate.html 2025-12-01T08:06:54.072Z https://docs.axolotl.ai/docs/api/monkeypatch.relora.html 2025-12-01T08:06:54.825Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chatml.html 2025-12-01T08:06:54.612Z https://docs.axolotl.ai/docs/api/cli.utils.fetch.html 2025-12-01T08:06:54.235Z https://docs.axolotl.ai/docs/api/utils.schemas.datasets.html 2025-12-01T08:06:55.162Z https://docs.axolotl.ai/docs/api/common.datasets.html 2025-12-01T08:06:55.432Z https://docs.axolotl.ai/docs/api/utils.callbacks.mlflow_.html 2025-12-01T08:06:55.534Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.chatml.html 2025-12-01T08:06:54.637Z https://docs.axolotl.ai/docs/api/utils.schemas.model.html 2025-12-01T08:06:55.132Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_xformers.html 2025-12-01T08:06:54.817Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_patch_multipack.html 2025-12-01T08:06:54.874Z https://docs.axolotl.ai/docs/api/core.trainers.base.html 2025-12-01T08:06:54.280Z https://docs.axolotl.ai/docs/api/cli.utils.args.html 2025-12-01T08:06:54.228Z https://docs.axolotl.ai/docs/api/utils.schemas.trl.html 2025-12-01T08:06:55.176Z https://docs.axolotl.ai/docs/api/core.builders.base.html 2025-12-01T08:06:53.936Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_flash.html 2025-12-01T08:06:54.815Z https://docs.axolotl.ai/docs/api/cli.cloud.modal_.html 2025-12-01T08:06:54.213Z https://docs.axolotl.ai/docs/api/utils.optimizers.adopt.html 2025-12-01T08:06:55.074Z https://docs.axolotl.ai/docs/api/integrations.spectrum.args.html 2025-12-01T08:06:55.410Z https://docs.axolotl.ai/docs/api/cli.main.html 2025-12-01T08:06:54.053Z https://docs.axolotl.ai/docs/api/kernels.lora.html 2025-12-01T08:06:54.773Z https://docs.axolotl.ai/docs/api/utils.model_shard_quant.html 2025-12-01T08:06:54.967Z https://docs.axolotl.ai/docs/api/utils.distributed.html 2025-12-01T08:06:55.058Z https://docs.axolotl.ai/docs/api/loaders.model.html 2025-12-01T08:06:54.353Z https://docs.axolotl.ai/docs/api/monkeypatch.mistral_attn_hijack_flash.html 2025-12-01T08:06:54.819Z https://docs.axolotl.ai/docs/api/evaluate.html 2025-12-01T08:06:53.842Z https://docs.axolotl.ai/docs/api/cli.delinearize_llama4.html 2025-12-01T08:06:54.135Z https://docs.axolotl.ai/docs/api/utils.trainer.html 2025-12-01T08:06:55.001Z https://docs.axolotl.ai/docs/api/cli.quantize.html 2025-12-01T08:06:54.193Z https://docs.axolotl.ai/docs/api/common.const.html 2025-12-01T08:06:55.413Z https://docs.axolotl.ai/docs/api/prompt_strategies.llama2_chat.html 2025-12-01T08:06:54.533Z https://docs.axolotl.ai/docs/api/utils.collators.mm_chat.html 2025-12-01T08:06:55.467Z https://docs.axolotl.ai/docs/api/core.datasets.chat.html 2025-12-01T08:06:54.002Z https://docs.axolotl.ai/docs/api/prompt_strategies.bradley_terry.llama3.html 2025-12-01T08:06:54.669Z https://docs.axolotl.ai/docs/api/core.trainers.mamba.html 2025-12-01T08:06:54.304Z https://docs.axolotl.ai/docs/api/core.builders.causal.html 2025-12-01T08:06:53.942Z https://docs.axolotl.ai/docs/api/kernels.geglu.html 2025-12-01T08:06:54.785Z https://docs.axolotl.ai/docs/api/utils.schemas.utils.html 2025-12-01T08:06:55.217Z https://docs.axolotl.ai/docs/custom_integrations.html 2025-12-01T08:03:23.226Z https://docs.axolotl.ai/index.html 2025-12-01T08:03:23.248Z https://docs.axolotl.ai/examples/colab-notebooks/colab-axolotl-example.html 2025-12-01T08:03:23.235Z https://docs.axolotl.ai/FAQS.html 2025-12-01T08:03:23.225Z https://docs.axolotl.ai/docs/inference.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/api/core.datasets.transforms.chat_builder.html 2025-12-01T08:06:54.012Z https://docs.axolotl.ai/docs/api/train.html 2025-12-01T08:06:53.830Z https://docs.axolotl.ai/docs/api/utils.schemas.training.html 2025-12-01T08:06:55.140Z https://docs.axolotl.ai/docs/api/kernels.quantize.html 2025-12-01T08:06:54.807Z https://docs.axolotl.ai/docs/api/utils.dict.html 2025-12-01T08:06:55.065Z https://docs.axolotl.ai/docs/api/utils.quantization.html 2025-12-01T08:06:55.107Z https://docs.axolotl.ai/docs/api/utils.collators.batching.html 2025-12-01T08:06:55.457Z https://docs.axolotl.ai/docs/api/monkeypatch.multipack.html 2025-12-01T08:06:54.821Z https://docs.axolotl.ai/docs/api/cli.config.html 2025-12-01T08:06:54.130Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.optimizer.html 2025-12-01T08:06:54.393Z https://docs.axolotl.ai/docs/api/utils.lora.html 2025-12-01T08:06:54.960Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.sampler.html 2025-12-01T08:06:54.340Z https://docs.axolotl.ai/docs/api/prompt_strategies.orcamini.html 2025-12-01T08:06:54.565Z https://docs.axolotl.ai/docs/api/monkeypatch.mixtral.html 2025-12-01T08:06:54.908Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.llama3.html 2025-12-01T08:06:54.600Z https://docs.axolotl.ai/docs/api/index.html 2025-12-01T08:06:53.752Z https://docs.axolotl.ai/docs/api/utils.ctx_managers.sequence_parallel.html 2025-12-01T08:06:54.433Z https://docs.axolotl.ai/docs/api/cli.utils.html 2025-12-01T08:06:54.215Z https://docs.axolotl.ai/docs/api/cli.merge_lora.html 2025-12-01T08:06:54.163Z https://docs.axolotl.ai/docs/api/kernels.utils.html 2025-12-01T08:06:54.808Z https://docs.axolotl.ai/docs/api/prompt_strategies.base.html 2025-12-01T08:06:54.435Z https://docs.axolotl.ai/docs/api/utils.callbacks.comet_.html 2025-12-01T08:06:55.539Z https://docs.axolotl.ai/docs/api/utils.schemas.multimodal.html 2025-12-01T08:06:55.183Z https://docs.axolotl.ai/docs/api/prompt_strategies.chat_template.html 2025-12-01T08:06:54.475Z https://docs.axolotl.ai/docs/api/utils.callbacks.qat.html 2025-12-01T08:06:55.547Z https://docs.axolotl.ai/docs/api/utils.samplers.multipack.html 2025-12-01T08:06:55.516Z https://docs.axolotl.ai/docs/api/prompt_strategies.orpo.chat_template.html 2025-12-01T08:06:54.664Z https://docs.axolotl.ai/docs/api/core.chat.format.shared.html 2025-12-01T08:06:53.996Z https://docs.axolotl.ai/docs/api/utils.collators.core.html 2025-12-01T08:06:55.435Z https://docs.axolotl.ai/docs/api/integrations.lm_eval.args.html 2025-12-01T08:06:55.406Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.trainer.html 2025-12-01T08:06:54.325Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chat_template.html 2025-12-01T08:06:54.587Z https://docs.axolotl.ai/docs/api/monkeypatch.btlm_attn_hijack_flash.html 2025-12-01T08:06:54.873Z https://docs.axolotl.ai/docs/api/utils.schemas.enums.html 2025-12-01T08:06:55.211Z https://docs.axolotl.ai/docs/api/utils.schemas.config.html 2025-12-01T08:06:55.123Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.passthrough.html 2025-12-01T08:06:54.618Z https://docs.axolotl.ai/docs/api/convert.html 2025-12-01T08:06:53.866Z https://docs.axolotl.ai/docs/api/utils.schemas.integrations.html 2025-12-01T08:06:55.200Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.llama3.html 2025-12-01T08:06:54.628Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.user_defined.html 2025-12-01T08:06:54.616Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.scheduler.html 2025-12-01T08:06:54.405Z https://docs.axolotl.ai/docs/api/core.chat.messages.html 2025-12-01T08:06:53.991Z https://docs.axolotl.ai/docs/api/prompt_strategies.user_defined.html 2025-12-01T08:06:54.517Z https://docs.axolotl.ai/docs/api/prompt_strategies.messages.chat.html 2025-12-01T08:06:54.579Z https://docs.axolotl.ai/docs/api/monkeypatch.lora_kernels.html 2025-12-01T08:06:54.861Z https://docs.axolotl.ai/docs/api/prompt_strategies.stepwise_supervised.html 2025-12-01T08:06:54.553Z https://docs.axolotl.ai/docs/api/prompt_strategies.completion.html 2025-12-01T08:06:54.540Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.rng_state_loader.html 2025-12-01T08:06:54.397Z https://docs.axolotl.ai/docs/api/cli.train.html 2025-12-01T08:06:54.063Z https://docs.axolotl.ai/docs/api/cli.merge_sharded_fsdp_weights.html 2025-12-01T08:06:54.177Z https://docs.axolotl.ai/docs/api/loaders.adapter.html 2025-12-01T08:06:54.372Z https://docs.axolotl.ai/docs/api/core.training_args.html 2025-12-01T08:06:53.963Z https://docs.axolotl.ai/docs/api/utils.callbacks.lisa.html 2025-12-01T08:06:55.530Z https://docs.axolotl.ai/docs/api/loaders.processor.html 2025-12-01T08:06:54.365Z https://docs.axolotl.ai/docs/api/core.builders.rl.html 2025-12-01T08:06:53.947Z https://docs.axolotl.ai/docs/api/monkeypatch.utils.html 2025-12-01T08:06:54.871Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.user_defined.html 2025-12-01T08:06:54.639Z https://docs.axolotl.ai/docs/api/integrations.cut_cross_entropy.args.html 2025-12-01T08:06:55.387Z https://docs.axolotl.ai/docs/api/kernels.swiglu.html 2025-12-01T08:06:54.798Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_disk.html 2025-12-01T08:06:54.944Z https://docs.axolotl.ai/docs/api/cli.cloud.base.html 2025-12-01T08:06:54.205Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_instruct.html 2025-12-01T08:06:54.493Z https://docs.axolotl.ai/docs/api/prompt_strategies.pygmalion.html 2025-12-01T08:06:54.573Z https://docs.axolotl.ai/docs/api/utils.schemas.peft.html 2025-12-01T08:06:55.172Z https://docs.axolotl.ai/docs/api/integrations.liger.args.html 2025-12-01T08:06:55.402Z https://docs.axolotl.ai/docs/api/loaders.patch_manager.html 2025-12-01T08:06:54.384Z https://docs.axolotl.ai/docs/api/monkeypatch.transformers_fa_utils.html 2025-12-01T08:06:54.893Z https://docs.axolotl.ai/docs/api/utils.data.sft.html 2025-12-01T08:06:55.083Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_cpu.html 2025-12-01T08:06:54.912Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_expand_mask.html 2025-12-01T08:06:54.827Z https://docs.axolotl.ai/docs/api/loaders.tokenizer.html 2025-12-01T08:06:54.363Z https://docs.axolotl.ai/docs/api/utils.tokenization.html 2025-12-01T08:06:54.952Z https://docs.axolotl.ai/docs/api/datasets.html 2025-12-01T08:06:53.850Z https://docs.axolotl.ai/docs/api/cli.utils.sweeps.html 2025-12-01T08:06:54.248Z https://docs.axolotl.ai/docs/api/utils.schedulers.html 2025-12-01T08:06:55.034Z https://docs.axolotl.ai/docs/optimizers.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/torchao.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/dataset_preprocessing.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/faq.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/ray-integration.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/multimodal.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/config-reference.html 2025-12-01T08:07:10.234Z https://docs.axolotl.ai/docs/dataset-formats/index.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/dataset-formats/inst_tune.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/dataset-formats/conversation.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/debugging.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/amd_hpc.html 2025-12-01T08:03:23.226Z https://docs.axolotl.ai/docs/lora_optims.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/streaming.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/multipack.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/qat.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/lr_groups.html 2025-12-01T08:03:23.230Z https://docs.axolotl.ai/docs/getting-started.html 2025-12-01T08:03:23.227Z https://docs.axolotl.ai/docs/nccl.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/telemetry.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/docs/unsloth.html 2025-12-01T08:03:23.231Z https://docs.axolotl.ai/src/axolotl/integrations/LICENSE.html 2025-12-01T08:03:23.253Z