https://docs.axolotl.ai/src/axolotl/integrations/cut_cross_entropy/ACKNOWLEDGEMENTS.html 2025-11-11T03:32:15.506Z https://docs.axolotl.ai/docs/mac.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/cli.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/nccl.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/getting-started.html 2025-11-11T03:32:15.488Z https://docs.axolotl.ai/docs/lr_groups.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/qat.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/multipack.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/streaming.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/lora_optims.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/amd_hpc.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/debugging.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/dataset-formats/conversation.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/dataset-formats/inst_tune.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/dataset-formats/index.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/config-reference.html 2025-11-11T03:36:41.498Z https://docs.axolotl.ai/docs/multimodal.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/ray-integration.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/faq.html 2025-11-11T03:32:15.488Z https://docs.axolotl.ai/docs/dataset_preprocessing.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/torchao.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/optimizers.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/api/utils.schedulers.html 2025-11-11T03:36:25.272Z https://docs.axolotl.ai/docs/api/cli.utils.sweeps.html 2025-11-11T03:36:24.558Z https://docs.axolotl.ai/docs/api/datasets.html 2025-11-11T03:36:24.193Z https://docs.axolotl.ai/docs/api/utils.tokenization.html 2025-11-11T03:36:25.198Z https://docs.axolotl.ai/docs/api/loaders.tokenizer.html 2025-11-11T03:36:24.664Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_expand_mask.html 2025-11-11T03:36:25.085Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_cpu.html 2025-11-11T03:36:25.162Z https://docs.axolotl.ai/docs/api/utils.data.sft.html 2025-11-11T03:36:25.317Z https://docs.axolotl.ai/docs/api/monkeypatch.transformers_fa_utils.html 2025-11-11T03:36:25.145Z https://docs.axolotl.ai/docs/api/loaders.patch_manager.html 2025-11-11T03:36:24.683Z https://docs.axolotl.ai/docs/api/integrations.liger.args.html 2025-11-11T03:36:25.605Z https://docs.axolotl.ai/docs/api/utils.schemas.peft.html 2025-11-11T03:36:25.399Z https://docs.axolotl.ai/docs/api/prompt_strategies.pygmalion.html 2025-11-11T03:36:24.856Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_instruct.html 2025-11-11T03:36:24.782Z https://docs.axolotl.ai/docs/api/cli.cloud.base.html 2025-11-11T03:36:24.519Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_disk.html 2025-11-11T03:36:25.191Z https://docs.axolotl.ai/docs/api/kernels.swiglu.html 2025-11-11T03:36:25.059Z https://docs.axolotl.ai/docs/api/integrations.cut_cross_entropy.args.html 2025-11-11T03:36:25.591Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.user_defined.html 2025-11-11T03:36:24.916Z https://docs.axolotl.ai/docs/api/monkeypatch.utils.html 2025-11-11T03:36:25.125Z https://docs.axolotl.ai/docs/api/core.builders.rl.html 2025-11-11T03:36:24.282Z https://docs.axolotl.ai/docs/api/loaders.processor.html 2025-11-11T03:36:24.666Z https://docs.axolotl.ai/docs/api/utils.callbacks.lisa.html 2025-11-11T03:36:25.721Z https://docs.axolotl.ai/docs/api/core.training_args.html 2025-11-11T03:36:24.296Z https://docs.axolotl.ai/docs/api/loaders.adapter.html 2025-11-11T03:36:24.672Z https://docs.axolotl.ai/docs/api/cli.merge_sharded_fsdp_weights.html 2025-11-11T03:36:24.493Z https://docs.axolotl.ai/docs/api/cli.train.html 2025-11-11T03:36:24.387Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.rng_state_loader.html 2025-11-11T03:36:24.694Z https://docs.axolotl.ai/docs/api/prompt_strategies.completion.html 2025-11-11T03:36:24.825Z https://docs.axolotl.ai/docs/api/prompt_strategies.stepwise_supervised.html 2025-11-11T03:36:24.837Z https://docs.axolotl.ai/docs/api/monkeypatch.lora_kernels.html 2025-11-11T03:36:25.116Z https://docs.axolotl.ai/docs/api/prompt_strategies.messages.chat.html 2025-11-11T03:36:24.861Z https://docs.axolotl.ai/docs/api/prompt_strategies.user_defined.html 2025-11-11T03:36:24.804Z https://docs.axolotl.ai/docs/api/core.chat.messages.html 2025-11-11T03:36:24.322Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.scheduler.html 2025-11-11T03:36:24.702Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.user_defined.html 2025-11-11T03:36:24.894Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.llama3.html 2025-11-11T03:36:24.905Z https://docs.axolotl.ai/docs/api/utils.schemas.integrations.html 2025-11-11T03:36:25.424Z https://docs.axolotl.ai/docs/api/convert.html 2025-11-11T03:36:24.207Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.passthrough.html 2025-11-11T03:36:24.896Z https://docs.axolotl.ai/docs/api/utils.schemas.config.html 2025-11-11T03:36:25.354Z https://docs.axolotl.ai/docs/api/utils.schemas.enums.html 2025-11-11T03:36:25.433Z https://docs.axolotl.ai/docs/api/monkeypatch.btlm_attn_hijack_flash.html 2025-11-11T03:36:25.126Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chat_template.html 2025-11-11T03:36:24.868Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.trainer.html 2025-11-11T03:36:24.629Z https://docs.axolotl.ai/docs/api/integrations.lm_eval.args.html 2025-11-11T03:36:25.608Z https://docs.axolotl.ai/docs/api/utils.collators.core.html 2025-11-11T03:36:25.634Z https://docs.axolotl.ai/docs/api/core.chat.format.shared.html 2025-11-11T03:36:24.327Z https://docs.axolotl.ai/docs/api/prompt_strategies.orpo.chat_template.html 2025-11-11T03:36:24.938Z https://docs.axolotl.ai/docs/api/utils.samplers.multipack.html 2025-11-11T03:36:25.709Z https://docs.axolotl.ai/docs/api/utils.callbacks.qat.html 2025-11-11T03:36:25.737Z https://docs.axolotl.ai/docs/api/prompt_strategies.chat_template.html 2025-11-11T03:36:24.766Z https://docs.axolotl.ai/docs/api/utils.schemas.multimodal.html 2025-11-11T03:36:25.408Z https://docs.axolotl.ai/docs/api/utils.callbacks.comet_.html 2025-11-11T03:36:25.729Z https://docs.axolotl.ai/docs/api/prompt_strategies.base.html 2025-11-11T03:36:24.729Z https://docs.axolotl.ai/docs/api/kernels.utils.html 2025-11-11T03:36:25.068Z https://docs.axolotl.ai/docs/api/cli.merge_lora.html 2025-11-11T03:36:24.479Z https://docs.axolotl.ai/docs/api/cli.utils.html 2025-11-11T03:36:24.527Z https://docs.axolotl.ai/docs/api/utils.ctx_managers.sequence_parallel.html 2025-11-11T03:36:24.728Z https://docs.axolotl.ai/docs/api/index.html 2025-11-11T03:36:24.105Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.llama3.html 2025-11-11T03:36:24.880Z https://docs.axolotl.ai/docs/api/monkeypatch.mixtral.html 2025-11-11T03:36:25.158Z https://docs.axolotl.ai/docs/api/prompt_strategies.orcamini.html 2025-11-11T03:36:24.849Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.sampler.html 2025-11-11T03:36:24.643Z https://docs.axolotl.ai/docs/api/utils.lora.html 2025-11-11T03:36:25.206Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.optimizer.html 2025-11-11T03:36:24.691Z https://docs.axolotl.ai/docs/api/cli.config.html 2025-11-11T03:36:24.449Z https://docs.axolotl.ai/docs/api/monkeypatch.multipack.html 2025-11-11T03:36:25.079Z https://docs.axolotl.ai/docs/api/utils.collators.batching.html 2025-11-11T03:36:25.655Z https://docs.axolotl.ai/docs/api/utils.quantization.html 2025-11-11T03:36:25.339Z https://docs.axolotl.ai/docs/api/utils.dict.html 2025-11-11T03:36:25.300Z https://docs.axolotl.ai/docs/api/kernels.quantize.html 2025-11-11T03:36:25.067Z https://docs.axolotl.ai/docs/api/utils.schemas.training.html 2025-11-11T03:36:25.369Z https://docs.axolotl.ai/docs/api/train.html 2025-11-11T03:36:24.174Z https://docs.axolotl.ai/docs/api/core.datasets.transforms.chat_builder.html 2025-11-11T03:36:24.341Z https://docs.axolotl.ai/docs/inference.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/FAQS.html 2025-11-11T03:32:15.486Z https://docs.axolotl.ai/examples/colab-notebooks/colab-axolotl-example.html 2025-11-11T03:32:15.494Z https://docs.axolotl.ai/index.html 2025-11-11T03:32:15.503Z https://docs.axolotl.ai/docs/custom_integrations.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/api/utils.schemas.utils.html 2025-11-11T03:36:25.440Z https://docs.axolotl.ai/docs/api/kernels.geglu.html 2025-11-11T03:36:25.048Z https://docs.axolotl.ai/docs/api/core.builders.causal.html 2025-11-11T03:36:24.277Z https://docs.axolotl.ai/docs/api/core.trainers.mamba.html 2025-11-11T03:36:24.610Z https://docs.axolotl.ai/docs/api/prompt_strategies.bradley_terry.llama3.html 2025-11-11T03:36:24.943Z https://docs.axolotl.ai/docs/api/core.datasets.chat.html 2025-11-11T03:36:24.332Z https://docs.axolotl.ai/docs/api/utils.collators.mm_chat.html 2025-11-11T03:36:25.664Z https://docs.axolotl.ai/docs/api/prompt_strategies.llama2_chat.html 2025-11-11T03:36:24.818Z https://docs.axolotl.ai/docs/api/common.const.html 2025-11-11T03:36:25.615Z https://docs.axolotl.ai/docs/api/cli.quantize.html 2025-11-11T03:36:24.507Z https://docs.axolotl.ai/docs/api/utils.trainer.html 2025-11-11T03:36:25.242Z https://docs.axolotl.ai/docs/api/cli.delinearize_llama4.html 2025-11-11T03:36:24.454Z https://docs.axolotl.ai/docs/api/evaluate.html 2025-11-11T03:36:24.186Z https://docs.axolotl.ai/docs/api/monkeypatch.mistral_attn_hijack_flash.html 2025-11-11T03:36:25.078Z https://docs.axolotl.ai/docs/api/loaders.model.html 2025-11-11T03:36:24.655Z https://docs.axolotl.ai/docs/api/utils.distributed.html 2025-11-11T03:36:25.295Z https://docs.axolotl.ai/docs/api/utils.model_shard_quant.html 2025-11-11T03:36:25.212Z https://docs.axolotl.ai/docs/api/kernels.lora.html 2025-11-11T03:36:25.036Z https://docs.axolotl.ai/docs/api/cli.main.html 2025-11-11T03:36:24.378Z https://docs.axolotl.ai/docs/api/integrations.spectrum.args.html 2025-11-11T03:36:25.612Z https://docs.axolotl.ai/docs/api/utils.optimizers.adopt.html 2025-11-11T03:36:25.309Z https://docs.axolotl.ai/docs/api/cli.cloud.modal_.html 2025-11-11T03:36:24.526Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_flash.html 2025-11-11T03:36:25.075Z https://docs.axolotl.ai/docs/api/core.builders.base.html 2025-11-11T03:36:24.271Z https://docs.axolotl.ai/docs/api/utils.schemas.trl.html 2025-11-11T03:36:25.402Z https://docs.axolotl.ai/docs/api/cli.utils.args.html 2025-11-11T03:36:24.540Z https://docs.axolotl.ai/docs/api/core.trainers.base.html 2025-11-11T03:36:24.587Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_patch_multipack.html 2025-11-11T03:36:25.128Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_xformers.html 2025-11-11T03:36:25.076Z https://docs.axolotl.ai/docs/api/utils.schemas.model.html 2025-11-11T03:36:25.362Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.chatml.html 2025-11-11T03:36:24.914Z https://docs.axolotl.ai/docs/api/utils.callbacks.mlflow_.html 2025-11-11T03:36:25.725Z https://docs.axolotl.ai/docs/api/common.datasets.html 2025-11-11T03:36:25.632Z https://docs.axolotl.ai/docs/api/utils.schemas.datasets.html 2025-11-11T03:36:25.389Z https://docs.axolotl.ai/docs/api/cli.utils.fetch.html 2025-11-11T03:36:24.546Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chatml.html 2025-11-11T03:36:24.891Z https://docs.axolotl.ai/docs/api/monkeypatch.relora.html 2025-11-11T03:36:25.083Z https://docs.axolotl.ai/docs/api/cli.evaluate.html 2025-11-11T03:36:24.397Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.zephyr.html 2025-11-11T03:36:24.893Z https://docs.axolotl.ai/docs/api/core.trainers.utils.html 2025-11-11T03:36:24.644Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_w_system.html 2025-11-11T03:36:24.795Z https://docs.axolotl.ai/docs/api/utils.chat_templates.html 2025-11-11T03:36:25.200Z https://docs.axolotl.ai/docs/api/utils.data.streaming.html 2025-11-11T03:36:25.311Z https://docs.axolotl.ai/docs/api/utils.bench.html 2025-11-11T03:36:25.216Z https://docs.axolotl.ai/docs/api/common.architectures.html 2025-11-11T03:36:25.614Z https://docs.axolotl.ai/docs/api/cli.checks.html 2025-11-11T03:36:24.429Z https://docs.axolotl.ai/docs/api/core.trainers.dpo.trainer.html 2025-11-11T03:36:24.617Z https://docs.axolotl.ai/docs/api/integrations.base.html 2025-11-11T03:36:25.588Z https://docs.axolotl.ai/docs/api/cli.utils.train.html 2025-11-11T03:36:24.571Z https://docs.axolotl.ai/docs/api/utils.collators.mamba.html 2025-11-11T03:36:25.659Z https://docs.axolotl.ai/docs/api/cli.art.html 2025-11-11T03:36:24.422Z https://docs.axolotl.ai/docs/api/monkeypatch.trainer_fsdp_optim.html 2025-11-11T03:36:25.138Z https://docs.axolotl.ai/docs/api/logging_config.html 2025-11-11T03:36:24.264Z https://docs.axolotl.ai/docs/api/utils.freeze.html 2025-11-11T03:36:25.224Z https://docs.axolotl.ai/docs/api/prompt_strategies.metharme.html 2025-11-11T03:36:24.844Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_chat.html 2025-11-11T03:36:24.781Z https://docs.axolotl.ai/docs/api/monkeypatch.stablelm_attn_hijack_flash.html 2025-11-11T03:36:25.134Z https://docs.axolotl.ai/docs/api/models.mamba.modeling_mamba.html 2025-11-11T03:36:25.633Z https://docs.axolotl.ai/docs/api/core.trainers.trl.html 2025-11-11T03:36:24.604Z https://docs.axolotl.ai/docs/api/prompt_strategies.input_output.html 2025-11-11T03:36:24.832Z https://docs.axolotl.ai/docs/api/loaders.constants.html 2025-11-11T03:36:24.685Z https://docs.axolotl.ai/docs/api/monkeypatch.data.batch_dataset_fetcher.html 2025-11-11T03:36:25.157Z https://docs.axolotl.ai/docs/api/cli.vllm_serve.html 2025-11-11T03:36:24.515Z https://docs.axolotl.ai/docs/api/prompt_tokenizers.html 2025-11-11T03:36:24.253Z https://docs.axolotl.ai/docs/api/cli.args.html 2025-11-11T03:36:24.418Z https://docs.axolotl.ai/docs/api/cli.inference.html 2025-11-11T03:36:24.470Z https://docs.axolotl.ai/docs/api/cli.utils.load.html 2025-11-11T03:36:24.552Z https://docs.axolotl.ai/docs/api/cli.preprocess.html 2025-11-11T03:36:24.502Z https://docs.axolotl.ai/docs/api/utils.callbacks.profiler.html 2025-11-11T03:36:25.720Z https://docs.axolotl.ai/docs/api/utils.callbacks.perplexity.html 2025-11-11T03:36:25.716Z https://docs.axolotl.ai/docs/api/core.chat.format.chatml.html 2025-11-11T03:36:24.324Z https://docs.axolotl.ai/docs/api/integrations.grokfast.optimizer.html 2025-11-11T03:36:25.592Z https://docs.axolotl.ai/docs/api/integrations.kd.trainer.html 2025-11-11T03:36:25.601Z https://docs.axolotl.ai/docs/api/monkeypatch.unsloth_.html 2025-11-11T03:36:25.147Z https://docs.axolotl.ai/docs/api/core.chat.format.llama3x.html 2025-11-11T03:36:24.325Z https://docs.axolotl.ai/docs/reward_modelling.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/quantize.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/fsdp_qlora.html 2025-11-11T03:32:15.488Z https://docs.axolotl.ai/docs/nd_parallelism.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/batch_vs_grad.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/multi-node.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/rlhf.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/dataset-formats/stepwise_supervised.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/dataset-formats/pretraining.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/dataset-formats/tokenized.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/dataset-formats/template_free.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/multi-gpu.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/input_output.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/docker.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/gradient_checkpointing.html 2025-11-11T03:32:15.488Z https://docs.axolotl.ai/docs/optimizations.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/sequence_parallelism.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/docs/dataset_loading.html 2025-11-11T03:32:15.487Z https://docs.axolotl.ai/docs/installation.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/mixed_precision.html 2025-11-11T03:32:15.490Z https://docs.axolotl.ai/docs/unsloth.html 2025-11-11T03:32:15.491Z https://docs.axolotl.ai/src/axolotl/integrations/LICENSE.html 2025-11-11T03:32:15.506Z