https://docs.axolotl.ai/src/axolotl/integrations/cut_cross_entropy/ACKNOWLEDGEMENTS.html 2025-11-04T13:43:48.735Z https://docs.axolotl.ai/docs/mac.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/cli.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/nccl.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/getting-started.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/lr_groups.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/qat.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/multipack.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/streaming.html 2025-11-04T13:43:48.713Z https://docs.axolotl.ai/docs/lora_optims.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/amd_hpc.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/debugging.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/dataset-formats/conversation.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/dataset-formats/inst_tune.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/dataset-formats/index.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/config-reference.html 2025-11-04T13:51:33.824Z https://docs.axolotl.ai/docs/multimodal.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/ray-integration.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/faq.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/dataset_preprocessing.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/torchao.html 2025-11-04T13:43:48.713Z https://docs.axolotl.ai/docs/optimizers.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/api/utils.schedulers.html 2025-11-04T13:51:17.432Z https://docs.axolotl.ai/docs/api/cli.utils.sweeps.html 2025-11-04T13:51:16.618Z https://docs.axolotl.ai/docs/api/datasets.html 2025-11-04T13:51:16.219Z https://docs.axolotl.ai/docs/api/utils.tokenization.html 2025-11-04T13:51:17.349Z https://docs.axolotl.ai/docs/api/loaders.tokenizer.html 2025-11-04T13:51:16.734Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_expand_mask.html 2025-11-04T13:51:17.214Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_cpu.html 2025-11-04T13:51:17.309Z https://docs.axolotl.ai/docs/api/utils.data.sft.html 2025-11-04T13:51:17.482Z https://docs.axolotl.ai/docs/api/monkeypatch.transformers_fa_utils.html 2025-11-04T13:51:17.290Z https://docs.axolotl.ai/docs/api/loaders.patch_manager.html 2025-11-04T13:51:16.755Z https://docs.axolotl.ai/docs/api/integrations.liger.args.html 2025-11-04T13:51:17.801Z https://docs.axolotl.ai/docs/api/utils.schemas.peft.html 2025-11-04T13:51:17.570Z https://docs.axolotl.ai/docs/api/prompt_strategies.pygmalion.html 2025-11-04T13:51:16.947Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_instruct.html 2025-11-04T13:51:16.866Z https://docs.axolotl.ai/docs/api/cli.cloud.base.html 2025-11-04T13:51:16.574Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_disk.html 2025-11-04T13:51:17.341Z https://docs.axolotl.ai/docs/api/kernels.swiglu.html 2025-11-04T13:51:17.184Z https://docs.axolotl.ai/docs/api/integrations.cut_cross_entropy.args.html 2025-11-04T13:51:17.786Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.user_defined.html 2025-11-04T13:51:17.013Z https://docs.axolotl.ai/docs/api/monkeypatch.utils.html 2025-11-04T13:51:17.267Z https://docs.axolotl.ai/docs/api/core.builders.rl.html 2025-11-04T13:51:16.317Z https://docs.axolotl.ai/docs/api/loaders.processor.html 2025-11-04T13:51:16.736Z https://docs.axolotl.ai/docs/api/utils.callbacks.lisa.html 2025-11-04T13:51:17.930Z https://docs.axolotl.ai/docs/api/core.training_args.html 2025-11-04T13:51:16.332Z https://docs.axolotl.ai/docs/api/loaders.adapter.html 2025-11-04T13:51:16.743Z https://docs.axolotl.ai/docs/api/cli.merge_sharded_fsdp_weights.html 2025-11-04T13:51:16.546Z https://docs.axolotl.ai/docs/api/cli.train.html 2025-11-04T13:51:16.432Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.rng_state_loader.html 2025-11-04T13:51:16.768Z https://docs.axolotl.ai/docs/api/prompt_strategies.completion.html 2025-11-04T13:51:16.913Z https://docs.axolotl.ai/docs/api/prompt_strategies.stepwise_supervised.html 2025-11-04T13:51:16.926Z https://docs.axolotl.ai/docs/api/monkeypatch.lora_kernels.html 2025-11-04T13:51:17.258Z https://docs.axolotl.ai/docs/api/prompt_strategies.messages.chat.html 2025-11-04T13:51:16.952Z https://docs.axolotl.ai/docs/api/prompt_strategies.user_defined.html 2025-11-04T13:51:16.890Z https://docs.axolotl.ai/docs/api/core.chat.messages.html 2025-11-04T13:51:16.360Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.scheduler.html 2025-11-04T13:51:16.776Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.user_defined.html 2025-11-04T13:51:16.990Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.llama3.html 2025-11-04T13:51:17.001Z https://docs.axolotl.ai/docs/api/utils.schemas.integrations.html 2025-11-04T13:51:17.598Z https://docs.axolotl.ai/docs/api/convert.html 2025-11-04T13:51:16.235Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.passthrough.html 2025-11-04T13:51:16.991Z https://docs.axolotl.ai/docs/api/utils.schemas.config.html 2025-11-04T13:51:17.521Z https://docs.axolotl.ai/docs/api/utils.schemas.enums.html 2025-11-04T13:51:17.609Z https://docs.axolotl.ai/docs/api/monkeypatch.btlm_attn_hijack_flash.html 2025-11-04T13:51:17.269Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chat_template.html 2025-11-04T13:51:16.960Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.trainer.html 2025-11-04T13:51:16.696Z https://docs.axolotl.ai/docs/api/integrations.lm_eval.args.html 2025-11-04T13:51:17.805Z https://docs.axolotl.ai/docs/api/utils.collators.core.html 2025-11-04T13:51:17.834Z https://docs.axolotl.ai/docs/api/core.chat.format.shared.html 2025-11-04T13:51:16.366Z https://docs.axolotl.ai/docs/api/prompt_strategies.orpo.chat_template.html 2025-11-04T13:51:17.038Z https://docs.axolotl.ai/docs/api/utils.samplers.multipack.html 2025-11-04T13:51:17.916Z https://docs.axolotl.ai/docs/api/utils.callbacks.qat.html 2025-11-04T13:51:17.947Z https://docs.axolotl.ai/docs/api/prompt_strategies.chat_template.html 2025-11-04T13:51:16.847Z https://docs.axolotl.ai/docs/api/utils.schemas.multimodal.html 2025-11-04T13:51:17.581Z https://docs.axolotl.ai/docs/api/utils.callbacks.comet_.html 2025-11-04T13:51:17.939Z https://docs.axolotl.ai/docs/api/prompt_strategies.base.html 2025-11-04T13:51:16.807Z https://docs.axolotl.ai/docs/api/kernels.utils.html 2025-11-04T13:51:17.196Z https://docs.axolotl.ai/docs/api/cli.merge_lora.html 2025-11-04T13:51:16.532Z https://docs.axolotl.ai/docs/api/cli.utils.html 2025-11-04T13:51:16.584Z https://docs.axolotl.ai/docs/api/utils.ctx_managers.sequence_parallel.html 2025-11-04T13:51:16.805Z https://docs.axolotl.ai/docs/api/index.html 2025-11-04T13:51:16.121Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.llama3.html 2025-11-04T13:51:16.973Z https://docs.axolotl.ai/docs/api/monkeypatch.mixtral.html 2025-11-04T13:51:17.305Z https://docs.axolotl.ai/docs/api/prompt_strategies.orcamini.html 2025-11-04T13:51:16.939Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.sampler.html 2025-11-04T13:51:16.710Z https://docs.axolotl.ai/docs/api/utils.lora.html 2025-11-04T13:51:17.357Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.optimizer.html 2025-11-04T13:51:16.764Z https://docs.axolotl.ai/docs/api/cli.config.html 2025-11-04T13:51:16.499Z https://docs.axolotl.ai/docs/api/monkeypatch.multipack.html 2025-11-04T13:51:17.208Z https://docs.axolotl.ai/docs/api/utils.collators.batching.html 2025-11-04T13:51:17.857Z https://docs.axolotl.ai/docs/api/utils.quantization.html 2025-11-04T13:51:17.505Z https://docs.axolotl.ai/docs/api/utils.dict.html 2025-11-04T13:51:17.463Z https://docs.axolotl.ai/docs/api/kernels.quantize.html 2025-11-04T13:51:17.194Z https://docs.axolotl.ai/docs/api/utils.schemas.training.html 2025-11-04T13:51:17.538Z https://docs.axolotl.ai/docs/api/train.html 2025-11-04T13:51:16.198Z https://docs.axolotl.ai/docs/api/core.datasets.transforms.chat_builder.html 2025-11-04T13:51:16.382Z https://docs.axolotl.ai/docs/inference.html 2025-11-04T13:43:48.711Z https://docs.axolotl.ai/FAQS.html 2025-11-04T13:43:48.706Z https://docs.axolotl.ai/examples/colab-notebooks/colab-axolotl-example.html 2025-11-04T13:43:48.717Z https://docs.axolotl.ai/index.html 2025-11-04T13:43:48.730Z https://docs.axolotl.ai/docs/custom_integrations.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/api/utils.schemas.utils.html 2025-11-04T13:51:17.616Z https://docs.axolotl.ai/docs/api/kernels.geglu.html 2025-11-04T13:51:17.171Z https://docs.axolotl.ai/docs/api/core.builders.causal.html 2025-11-04T13:51:16.311Z https://docs.axolotl.ai/docs/api/core.trainers.mamba.html 2025-11-04T13:51:16.675Z https://docs.axolotl.ai/docs/api/prompt_strategies.bradley_terry.llama3.html 2025-11-04T13:51:17.043Z https://docs.axolotl.ai/docs/api/core.datasets.chat.html 2025-11-04T13:51:16.372Z https://docs.axolotl.ai/docs/api/utils.collators.mm_chat.html 2025-11-04T13:51:17.867Z https://docs.axolotl.ai/docs/api/prompt_strategies.llama2_chat.html 2025-11-04T13:51:16.906Z https://docs.axolotl.ai/docs/api/common.const.html 2025-11-04T13:51:17.813Z https://docs.axolotl.ai/docs/api/cli.quantize.html 2025-11-04T13:51:16.562Z https://docs.axolotl.ai/docs/api/utils.trainer.html 2025-11-04T13:51:17.399Z https://docs.axolotl.ai/docs/api/cli.delinearize_llama4.html 2025-11-04T13:51:16.505Z https://docs.axolotl.ai/docs/api/evaluate.html 2025-11-04T13:51:16.211Z https://docs.axolotl.ai/docs/api/monkeypatch.mistral_attn_hijack_flash.html 2025-11-04T13:51:17.206Z https://docs.axolotl.ai/docs/api/loaders.model.html 2025-11-04T13:51:16.724Z https://docs.axolotl.ai/docs/api/utils.distributed.html 2025-11-04T13:51:17.457Z https://docs.axolotl.ai/docs/api/utils.model_shard_quant.html 2025-11-04T13:51:17.364Z https://docs.axolotl.ai/docs/api/kernels.lora.html 2025-11-04T13:51:17.157Z https://docs.axolotl.ai/docs/api/cli.main.html 2025-11-04T13:51:16.422Z https://docs.axolotl.ai/docs/api/integrations.spectrum.args.html 2025-11-04T13:51:17.809Z https://docs.axolotl.ai/docs/api/utils.optimizers.adopt.html 2025-11-04T13:51:17.473Z https://docs.axolotl.ai/docs/api/cli.cloud.modal_.html 2025-11-04T13:51:16.582Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_flash.html 2025-11-04T13:51:17.202Z https://docs.axolotl.ai/docs/api/core.builders.base.html 2025-11-04T13:51:16.305Z https://docs.axolotl.ai/docs/api/utils.schemas.trl.html 2025-11-04T13:51:17.574Z https://docs.axolotl.ai/docs/api/cli.utils.args.html 2025-11-04T13:51:16.598Z https://docs.axolotl.ai/docs/api/core.trainers.base.html 2025-11-04T13:51:16.650Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_patch_multipack.html 2025-11-04T13:51:17.271Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_xformers.html 2025-11-04T13:51:17.204Z https://docs.axolotl.ai/docs/api/utils.schemas.model.html 2025-11-04T13:51:17.530Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.chatml.html 2025-11-04T13:51:17.011Z https://docs.axolotl.ai/docs/api/utils.callbacks.mlflow_.html 2025-11-04T13:51:17.935Z https://docs.axolotl.ai/docs/api/common.datasets.html 2025-11-04T13:51:17.831Z https://docs.axolotl.ai/docs/api/utils.schemas.datasets.html 2025-11-04T13:51:17.560Z https://docs.axolotl.ai/docs/api/cli.utils.fetch.html 2025-11-04T13:51:16.604Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chatml.html 2025-11-04T13:51:16.986Z https://docs.axolotl.ai/docs/api/monkeypatch.relora.html 2025-11-04T13:51:17.212Z https://docs.axolotl.ai/docs/api/cli.evaluate.html 2025-11-04T13:51:16.442Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.zephyr.html 2025-11-04T13:51:16.988Z https://docs.axolotl.ai/docs/api/core.trainers.utils.html 2025-11-04T13:51:16.712Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_w_system.html 2025-11-04T13:51:16.880Z https://docs.axolotl.ai/docs/api/utils.chat_templates.html 2025-11-04T13:51:17.351Z https://docs.axolotl.ai/docs/api/utils.data.streaming.html 2025-11-04T13:51:17.474Z https://docs.axolotl.ai/docs/api/utils.bench.html 2025-11-04T13:51:17.368Z https://docs.axolotl.ai/docs/api/common.architectures.html 2025-11-04T13:51:17.811Z https://docs.axolotl.ai/docs/api/cli.checks.html 2025-11-04T13:51:16.478Z https://docs.axolotl.ai/docs/api/core.trainers.dpo.trainer.html 2025-11-04T13:51:16.683Z https://docs.axolotl.ai/docs/api/integrations.base.html 2025-11-04T13:51:17.782Z https://docs.axolotl.ai/docs/api/cli.utils.train.html 2025-11-04T13:51:16.633Z https://docs.axolotl.ai/docs/api/utils.collators.mamba.html 2025-11-04T13:51:17.862Z https://docs.axolotl.ai/docs/api/cli.art.html 2025-11-04T13:51:16.470Z https://docs.axolotl.ai/docs/api/monkeypatch.trainer_fsdp_optim.html 2025-11-04T13:51:17.282Z https://docs.axolotl.ai/docs/api/logging_config.html 2025-11-04T13:51:16.298Z https://docs.axolotl.ai/docs/api/utils.freeze.html 2025-11-04T13:51:17.378Z https://docs.axolotl.ai/docs/api/prompt_strategies.metharme.html 2025-11-04T13:51:16.934Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_chat.html 2025-11-04T13:51:16.864Z https://docs.axolotl.ai/docs/api/monkeypatch.stablelm_attn_hijack_flash.html 2025-11-04T13:51:17.278Z https://docs.axolotl.ai/docs/api/models.mamba.modeling_mamba.html 2025-11-04T13:51:17.832Z https://docs.axolotl.ai/docs/api/core.trainers.trl.html 2025-11-04T13:51:16.668Z https://docs.axolotl.ai/docs/api/prompt_strategies.input_output.html 2025-11-04T13:51:16.920Z https://docs.axolotl.ai/docs/api/loaders.constants.html 2025-11-04T13:51:16.757Z https://docs.axolotl.ai/docs/api/monkeypatch.data.batch_dataset_fetcher.html 2025-11-04T13:51:17.303Z https://docs.axolotl.ai/docs/api/cli.vllm_serve.html 2025-11-04T13:51:16.570Z https://docs.axolotl.ai/docs/api/prompt_tokenizers.html 2025-11-04T13:51:16.286Z https://docs.axolotl.ai/docs/api/cli.args.html 2025-11-04T13:51:16.466Z https://docs.axolotl.ai/docs/api/cli.inference.html 2025-11-04T13:51:16.522Z https://docs.axolotl.ai/docs/api/cli.utils.load.html 2025-11-04T13:51:16.611Z https://docs.axolotl.ai/docs/api/cli.preprocess.html 2025-11-04T13:51:16.556Z https://docs.axolotl.ai/docs/api/utils.callbacks.profiler.html 2025-11-04T13:51:17.929Z https://docs.axolotl.ai/docs/api/utils.callbacks.perplexity.html 2025-11-04T13:51:17.924Z https://docs.axolotl.ai/docs/api/core.chat.format.chatml.html 2025-11-04T13:51:16.362Z https://docs.axolotl.ai/docs/api/integrations.grokfast.optimizer.html 2025-11-04T13:51:17.787Z https://docs.axolotl.ai/docs/api/integrations.kd.trainer.html 2025-11-04T13:51:17.797Z https://docs.axolotl.ai/docs/api/monkeypatch.unsloth_.html 2025-11-04T13:51:17.292Z https://docs.axolotl.ai/docs/api/core.chat.format.llama3x.html 2025-11-04T13:51:16.364Z https://docs.axolotl.ai/docs/reward_modelling.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/quantize.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/fsdp_qlora.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/nd_parallelism.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/batch_vs_grad.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/multi-node.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/rlhf.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/dataset-formats/stepwise_supervised.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/dataset-formats/pretraining.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/dataset-formats/tokenized.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/dataset-formats/template_free.html 2025-11-04T13:43:48.708Z https://docs.axolotl.ai/docs/multi-gpu.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/input_output.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/docker.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/gradient_checkpointing.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/optimizations.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/sequence_parallelism.html 2025-11-04T13:43:48.713Z https://docs.axolotl.ai/docs/dataset_loading.html 2025-11-04T13:43:48.709Z https://docs.axolotl.ai/docs/installation.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/mixed_precision.html 2025-11-04T13:43:48.712Z https://docs.axolotl.ai/docs/unsloth.html 2025-11-04T13:43:48.713Z https://docs.axolotl.ai/src/axolotl/integrations/LICENSE.html 2025-11-04T13:43:48.734Z