https://docs.axolotl.ai/src/axolotl/integrations/cut_cross_entropy/ACKNOWLEDGEMENTS.html 2025-10-08T11:39:29.221Z https://docs.axolotl.ai/docs/mac.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/cli.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/nccl.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/getting-started.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/lr_groups.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/qat.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/multipack.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/streaming.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/lora_optims.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/amd_hpc.html 2025-10-08T11:39:29.195Z https://docs.axolotl.ai/docs/debugging.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset-formats/conversation.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset-formats/inst_tune.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset-formats/index.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/config-reference.html 2025-10-08T11:43:03.368Z https://docs.axolotl.ai/docs/multimodal.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/ray-integration.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/faq.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset_preprocessing.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/torchao.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/optimizers.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/api/utils.schedulers.html 2025-10-08T11:42:48.320Z https://docs.axolotl.ai/docs/api/cli.utils.sweeps.html 2025-10-08T11:42:47.536Z https://docs.axolotl.ai/docs/api/datasets.html 2025-10-08T11:42:47.136Z https://docs.axolotl.ai/docs/api/utils.tokenization.html 2025-10-08T11:42:48.238Z https://docs.axolotl.ai/docs/api/loaders.tokenizer.html 2025-10-08T11:42:47.653Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_expand_mask.html 2025-10-08T11:42:48.113Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_cpu.html 2025-10-08T11:42:48.198Z https://docs.axolotl.ai/docs/api/utils.data.sft.html 2025-10-08T11:42:48.370Z https://docs.axolotl.ai/docs/api/monkeypatch.transformers_fa_utils.html 2025-10-08T11:42:48.179Z https://docs.axolotl.ai/docs/api/loaders.patch_manager.html 2025-10-08T11:42:47.674Z https://docs.axolotl.ai/docs/api/integrations.liger.args.html 2025-10-08T11:42:48.690Z https://docs.axolotl.ai/docs/api/utils.schemas.peft.html 2025-10-08T11:42:48.459Z https://docs.axolotl.ai/docs/api/prompt_strategies.pygmalion.html 2025-10-08T11:42:47.865Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_instruct.html 2025-10-08T11:42:47.784Z https://docs.axolotl.ai/docs/api/cli.cloud.base.html 2025-10-08T11:42:47.493Z https://docs.axolotl.ai/docs/api/monkeypatch.gradient_checkpointing.offload_disk.html 2025-10-08T11:42:48.229Z https://docs.axolotl.ai/docs/api/kernels.swiglu.html 2025-10-08T11:42:48.083Z https://docs.axolotl.ai/docs/api/integrations.cut_cross_entropy.args.html 2025-10-08T11:42:48.675Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.user_defined.html 2025-10-08T11:42:47.925Z https://docs.axolotl.ai/docs/api/monkeypatch.utils.html 2025-10-08T11:42:48.157Z https://docs.axolotl.ai/docs/api/core.builders.rl.html 2025-10-08T11:42:47.234Z https://docs.axolotl.ai/docs/api/loaders.processor.html 2025-10-08T11:42:47.655Z https://docs.axolotl.ai/docs/api/utils.callbacks.lisa.html 2025-10-08T11:42:48.819Z https://docs.axolotl.ai/docs/api/core.training_args.html 2025-10-08T11:42:47.249Z https://docs.axolotl.ai/docs/api/loaders.adapter.html 2025-10-08T11:42:47.662Z https://docs.axolotl.ai/docs/api/cli.merge_sharded_fsdp_weights.html 2025-10-08T11:42:47.465Z https://docs.axolotl.ai/docs/api/cli.train.html 2025-10-08T11:42:47.350Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.rng_state_loader.html 2025-10-08T11:42:47.687Z https://docs.axolotl.ai/docs/api/prompt_strategies.completion.html 2025-10-08T11:42:47.831Z https://docs.axolotl.ai/docs/api/prompt_strategies.stepwise_supervised.html 2025-10-08T11:42:47.844Z https://docs.axolotl.ai/docs/api/monkeypatch.lora_kernels.html 2025-10-08T11:42:48.147Z https://docs.axolotl.ai/docs/api/prompt_strategies.messages.chat.html 2025-10-08T11:42:47.870Z https://docs.axolotl.ai/docs/api/prompt_strategies.user_defined.html 2025-10-08T11:42:47.808Z https://docs.axolotl.ai/docs/api/core.chat.messages.html 2025-10-08T11:42:47.278Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.scheduler.html 2025-10-08T11:42:47.695Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.user_defined.html 2025-10-08T11:42:47.901Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.llama3.html 2025-10-08T11:42:47.913Z https://docs.axolotl.ai/docs/api/utils.schemas.integrations.html 2025-10-08T11:42:48.485Z https://docs.axolotl.ai/docs/api/convert.html 2025-10-08T11:42:47.152Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.passthrough.html 2025-10-08T11:42:47.903Z https://docs.axolotl.ai/docs/api/utils.schemas.config.html 2025-10-08T11:42:48.409Z https://docs.axolotl.ai/docs/api/utils.schemas.enums.html 2025-10-08T11:42:48.496Z https://docs.axolotl.ai/docs/api/monkeypatch.btlm_attn_hijack_flash.html 2025-10-08T11:42:48.158Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chat_template.html 2025-10-08T11:42:47.872Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.trainer.html 2025-10-08T11:42:47.614Z https://docs.axolotl.ai/docs/api/integrations.lm_eval.args.html 2025-10-08T11:42:48.694Z https://docs.axolotl.ai/docs/api/utils.collators.core.html 2025-10-08T11:42:48.723Z https://docs.axolotl.ai/docs/api/core.chat.format.shared.html 2025-10-08T11:42:47.283Z https://docs.axolotl.ai/docs/api/prompt_strategies.orpo.chat_template.html 2025-10-08T11:42:47.950Z https://docs.axolotl.ai/docs/api/utils.samplers.multipack.html 2025-10-08T11:42:48.805Z https://docs.axolotl.ai/docs/api/utils.callbacks.qat.html 2025-10-08T11:42:48.836Z https://docs.axolotl.ai/docs/api/prompt_strategies.chat_template.html 2025-10-08T11:42:47.766Z https://docs.axolotl.ai/docs/api/utils.schemas.multimodal.html 2025-10-08T11:42:48.470Z https://docs.axolotl.ai/docs/api/utils.callbacks.comet_.html 2025-10-08T11:42:48.827Z https://docs.axolotl.ai/docs/api/prompt_strategies.base.html 2025-10-08T11:42:47.726Z https://docs.axolotl.ai/docs/api/kernels.utils.html 2025-10-08T11:42:48.094Z https://docs.axolotl.ai/docs/api/cli.merge_lora.html 2025-10-08T11:42:47.451Z https://docs.axolotl.ai/docs/api/cli.utils.html 2025-10-08T11:42:47.502Z https://docs.axolotl.ai/docs/api/utils.ctx_managers.sequence_parallel.html 2025-10-08T11:42:47.724Z https://docs.axolotl.ai/docs/api/index.html 2025-10-08T11:42:47.037Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.llama3.html 2025-10-08T11:42:47.885Z https://docs.axolotl.ai/docs/api/monkeypatch.mixtral.html 2025-10-08T11:42:48.194Z https://docs.axolotl.ai/docs/api/prompt_strategies.orcamini.html 2025-10-08T11:42:47.857Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.sampler.html 2025-10-08T11:42:47.629Z https://docs.axolotl.ai/docs/api/utils.lora.html 2025-10-08T11:42:48.245Z https://docs.axolotl.ai/docs/api/core.trainers.mixins.optimizer.html 2025-10-08T11:42:47.683Z https://docs.axolotl.ai/docs/api/cli.config.html 2025-10-08T11:42:47.418Z https://docs.axolotl.ai/docs/api/monkeypatch.multipack.html 2025-10-08T11:42:48.106Z https://docs.axolotl.ai/docs/api/utils.collators.batching.html 2025-10-08T11:42:48.745Z https://docs.axolotl.ai/docs/api/utils.quantization.html 2025-10-08T11:42:48.394Z https://docs.axolotl.ai/docs/api/utils.dict.html 2025-10-08T11:42:48.351Z https://docs.axolotl.ai/docs/api/kernels.quantize.html 2025-10-08T11:42:48.092Z https://docs.axolotl.ai/docs/api/utils.schemas.training.html 2025-10-08T11:42:48.426Z https://docs.axolotl.ai/docs/api/train.html 2025-10-08T11:42:47.115Z https://docs.axolotl.ai/docs/api/core.datasets.transforms.chat_builder.html 2025-10-08T11:42:47.299Z https://docs.axolotl.ai/docs/inference.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/FAQS.html 2025-10-08T11:39:29.194Z https://docs.axolotl.ai/examples/colab-notebooks/colab-axolotl-example.html 2025-10-08T11:39:29.204Z https://docs.axolotl.ai/index.html 2025-10-08T11:39:29.217Z https://docs.axolotl.ai/docs/custom_integrations.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/api/utils.schemas.utils.html 2025-10-08T11:42:48.503Z https://docs.axolotl.ai/docs/api/kernels.geglu.html 2025-10-08T11:42:48.071Z https://docs.axolotl.ai/docs/api/core.builders.causal.html 2025-10-08T11:42:47.228Z https://docs.axolotl.ai/docs/api/core.trainers.mamba.html 2025-10-08T11:42:47.593Z https://docs.axolotl.ai/docs/api/prompt_strategies.bradley_terry.llama3.html 2025-10-08T11:42:47.954Z https://docs.axolotl.ai/docs/api/core.datasets.chat.html 2025-10-08T11:42:47.289Z https://docs.axolotl.ai/docs/api/utils.collators.mm_chat.html 2025-10-08T11:42:48.755Z https://docs.axolotl.ai/docs/api/prompt_strategies.llama2_chat.html 2025-10-08T11:42:47.824Z https://docs.axolotl.ai/docs/api/common.const.html 2025-10-08T11:42:48.701Z https://docs.axolotl.ai/docs/api/cli.quantize.html 2025-10-08T11:42:47.480Z https://docs.axolotl.ai/docs/api/utils.trainer.html 2025-10-08T11:42:48.287Z https://docs.axolotl.ai/docs/api/cli.delinearize_llama4.html 2025-10-08T11:42:47.424Z https://docs.axolotl.ai/docs/api/evaluate.html 2025-10-08T11:42:47.128Z https://docs.axolotl.ai/docs/api/monkeypatch.mistral_attn_hijack_flash.html 2025-10-08T11:42:48.105Z https://docs.axolotl.ai/docs/api/loaders.model.html 2025-10-08T11:42:47.643Z https://docs.axolotl.ai/docs/api/utils.distributed.html 2025-10-08T11:42:48.345Z https://docs.axolotl.ai/docs/api/utils.model_shard_quant.html 2025-10-08T11:42:48.252Z https://docs.axolotl.ai/docs/api/kernels.lora.html 2025-10-08T11:42:48.058Z https://docs.axolotl.ai/docs/api/cli.main.html 2025-10-08T11:42:47.340Z https://docs.axolotl.ai/docs/api/integrations.spectrum.args.html 2025-10-08T11:42:48.698Z https://docs.axolotl.ai/docs/api/utils.optimizers.adopt.html 2025-10-08T11:42:48.361Z https://docs.axolotl.ai/docs/api/cli.cloud.modal_.html 2025-10-08T11:42:47.500Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_flash.html 2025-10-08T11:42:48.101Z https://docs.axolotl.ai/docs/api/core.builders.base.html 2025-10-08T11:42:47.223Z https://docs.axolotl.ai/docs/api/utils.schemas.trl.html 2025-10-08T11:42:48.463Z https://docs.axolotl.ai/docs/api/cli.utils.args.html 2025-10-08T11:42:47.516Z https://docs.axolotl.ai/docs/api/core.trainers.base.html 2025-10-08T11:42:47.568Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_patch_multipack.html 2025-10-08T11:42:48.160Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_xformers.html 2025-10-08T11:42:48.103Z https://docs.axolotl.ai/docs/api/utils.schemas.model.html 2025-10-08T11:42:48.418Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.chatml.html 2025-10-08T11:42:47.923Z https://docs.axolotl.ai/docs/api/utils.callbacks.mlflow_.html 2025-10-08T11:42:48.823Z https://docs.axolotl.ai/docs/api/common.datasets.html 2025-10-08T11:42:48.720Z https://docs.axolotl.ai/docs/api/utils.schemas.datasets.html 2025-10-08T11:42:48.448Z https://docs.axolotl.ai/docs/api/cli.utils.fetch.html 2025-10-08T11:42:47.522Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chatml.html 2025-10-08T11:42:47.898Z https://docs.axolotl.ai/docs/api/monkeypatch.relora.html 2025-10-08T11:42:48.111Z https://docs.axolotl.ai/docs/api/cli.evaluate.html 2025-10-08T11:42:47.360Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.zephyr.html 2025-10-08T11:42:47.899Z https://docs.axolotl.ai/docs/api/core.trainers.utils.html 2025-10-08T11:42:47.630Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_w_system.html 2025-10-08T11:42:47.799Z https://docs.axolotl.ai/docs/api/utils.chat_templates.html 2025-10-08T11:42:48.239Z https://docs.axolotl.ai/docs/api/utils.data.streaming.html 2025-10-08T11:42:48.362Z https://docs.axolotl.ai/docs/api/utils.bench.html 2025-10-08T11:42:48.256Z https://docs.axolotl.ai/docs/api/common.architectures.html 2025-10-08T11:42:48.700Z https://docs.axolotl.ai/docs/api/cli.checks.html 2025-10-08T11:42:47.396Z https://docs.axolotl.ai/docs/api/core.trainers.dpo.trainer.html 2025-10-08T11:42:47.601Z https://docs.axolotl.ai/docs/api/integrations.base.html 2025-10-08T11:42:48.671Z https://docs.axolotl.ai/docs/api/cli.utils.train.html 2025-10-08T11:42:47.550Z https://docs.axolotl.ai/docs/api/utils.collators.mamba.html 2025-10-08T11:42:48.750Z https://docs.axolotl.ai/docs/api/cli.art.html 2025-10-08T11:42:47.389Z https://docs.axolotl.ai/docs/api/monkeypatch.trainer_fsdp_optim.html 2025-10-08T11:42:48.171Z https://docs.axolotl.ai/docs/api/logging_config.html 2025-10-08T11:42:47.215Z https://docs.axolotl.ai/docs/api/utils.freeze.html 2025-10-08T11:42:48.266Z https://docs.axolotl.ai/docs/api/prompt_strategies.metharme.html 2025-10-08T11:42:47.852Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_chat.html 2025-10-08T11:42:47.782Z https://docs.axolotl.ai/docs/api/monkeypatch.stablelm_attn_hijack_flash.html 2025-10-08T11:42:48.167Z https://docs.axolotl.ai/docs/api/models.mamba.modeling_mamba.html 2025-10-08T11:42:48.721Z https://docs.axolotl.ai/docs/api/core.trainers.trl.html 2025-10-08T11:42:47.586Z https://docs.axolotl.ai/docs/api/prompt_strategies.input_output.html 2025-10-08T11:42:47.839Z https://docs.axolotl.ai/docs/api/loaders.constants.html 2025-10-08T11:42:47.676Z https://docs.axolotl.ai/docs/api/monkeypatch.data.batch_dataset_fetcher.html 2025-10-08T11:42:48.192Z https://docs.axolotl.ai/docs/api/cli.vllm_serve.html 2025-10-08T11:42:47.489Z https://docs.axolotl.ai/docs/api/prompt_tokenizers.html 2025-10-08T11:42:47.203Z https://docs.axolotl.ai/docs/api/cli.args.html 2025-10-08T11:42:47.385Z https://docs.axolotl.ai/docs/api/cli.inference.html 2025-10-08T11:42:47.441Z https://docs.axolotl.ai/docs/api/cli.utils.load.html 2025-10-08T11:42:47.529Z https://docs.axolotl.ai/docs/api/cli.preprocess.html 2025-10-08T11:42:47.475Z https://docs.axolotl.ai/docs/api/utils.callbacks.profiler.html 2025-10-08T11:42:48.817Z https://docs.axolotl.ai/docs/api/utils.callbacks.perplexity.html 2025-10-08T11:42:48.812Z https://docs.axolotl.ai/docs/api/core.chat.format.chatml.html 2025-10-08T11:42:47.279Z https://docs.axolotl.ai/docs/api/integrations.grokfast.optimizer.html 2025-10-08T11:42:48.676Z https://docs.axolotl.ai/docs/api/integrations.kd.trainer.html 2025-10-08T11:42:48.685Z https://docs.axolotl.ai/docs/api/monkeypatch.unsloth_.html 2025-10-08T11:42:48.181Z https://docs.axolotl.ai/docs/api/core.chat.format.llama3x.html 2025-10-08T11:42:47.281Z https://docs.axolotl.ai/docs/reward_modelling.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/quantize.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/fsdp_qlora.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/nd_parallelism.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/batch_vs_grad.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/multi-node.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/rlhf.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/dataset-formats/stepwise_supervised.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset-formats/pretraining.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset-formats/tokenized.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/dataset-formats/template_free.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/multi-gpu.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/input_output.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/docker.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/gradient_checkpointing.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/optimizations.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/sequence_parallelism.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/docs/dataset_loading.html 2025-10-08T11:39:29.196Z https://docs.axolotl.ai/docs/installation.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/mixed_precision.html 2025-10-08T11:39:29.199Z https://docs.axolotl.ai/docs/unsloth.html 2025-10-08T11:39:29.200Z https://docs.axolotl.ai/src/axolotl/integrations/LICENSE.html 2025-10-08T11:39:29.221Z