diff --git a/.nojekyll b/.nojekyll index 2a144add9..9779cb8f1 100644 --- a/.nojekyll +++ b/.nojekyll @@ -1 +1 @@ -3eb90e3e \ No newline at end of file +8d85df4a \ No newline at end of file diff --git a/docs/custom_integrations.html b/docs/custom_integrations.html index f67c90d90..dae266eed 100644 --- a/docs/custom_integrations.html +++ b/docs/custom_integrations.html @@ -640,7 +640,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
  • deepseek_v2
  • gemma
  • gemma2
    • -
  • gemma3 (partial support, no support for FLCE yet)
    • +
  • gemma3
  • granite
  • jamba
  • llama
    • diff --git a/search.json b/search.json index 3621bd8a5..315cdecf5 100644 --- a/search.json +++ b/search.json @@ -3066,7 +3066,7 @@ "href": "docs/custom_integrations.html#liger-kernels", "title": "Custom Integrations", "section": "Liger Kernels", - "text": "Liger Kernels\nLiger Kernel provides efficient Triton kernels for LLM training, offering:\n\n20% increase in multi-GPU training throughput\n60% reduction in memory usage\nCompatibility with both FSDP and DeepSpeed\n\nSee https://github.com/linkedin/Liger-Kernel\n\nUsage\nplugins:\n - axolotl.integrations.liger.LigerPlugin\nliger_rope: true\nliger_rms_norm: true\nliger_glu_activation: true\nliger_layer_norm: true\nliger_fused_linear_cross_entropy: true\n\n\nSupported Models\n\ndeepseek_v2\ngemma\ngemma2\ngemma3 (partial support, no support for FLCE yet)\ngranite\njamba\nllama\nmistral\nmixtral\nmllama\nmllama_text_model\nolmo2\npaligemma\nphi3\nqwen2\nqwen2_5_vl\nqwen2_vl\n\n\n\nCitation\n@article{hsu2024ligerkernelefficienttriton,\n title={Liger Kernel: Efficient Triton Kernels for LLM Training},\n author={Pin-Lun Hsu and Yun Dai and Vignesh Kothapalli and Qingquan Song and Shao Tang and Siyu Zhu and Steven Shimizu and Shivam Sahni and Haowen Ning and Yanning Chen},\n year={2024},\n eprint={2410.10989},\n archivePrefix={arXiv},\n primaryClass={cs.LG},\n url={https://arxiv.org/abs/2410.10989},\n journal={arXiv preprint arXiv:2410.10989},\n}\nPlease see reference here", + "text": "Liger Kernels\nLiger Kernel provides efficient Triton kernels for LLM training, offering:\n\n20% increase in multi-GPU training throughput\n60% reduction in memory usage\nCompatibility with both FSDP and DeepSpeed\n\nSee https://github.com/linkedin/Liger-Kernel\n\nUsage\nplugins:\n - axolotl.integrations.liger.LigerPlugin\nliger_rope: true\nliger_rms_norm: true\nliger_glu_activation: true\nliger_layer_norm: true\nliger_fused_linear_cross_entropy: true\n\n\nSupported Models\n\ndeepseek_v2\ngemma\ngemma2\ngemma3\ngranite\njamba\nllama\nmistral\nmixtral\nmllama\nmllama_text_model\nolmo2\npaligemma\nphi3\nqwen2\nqwen2_5_vl\nqwen2_vl\n\n\n\nCitation\n@article{hsu2024ligerkernelefficienttriton,\n title={Liger Kernel: Efficient Triton Kernels for LLM Training},\n author={Pin-Lun Hsu and Yun Dai and Vignesh Kothapalli and Qingquan Song and Shao Tang and Siyu Zhu and Steven Shimizu and Shivam Sahni and Haowen Ning and Yanning Chen},\n year={2024},\n eprint={2410.10989},\n archivePrefix={arXiv},\n primaryClass={cs.LG},\n url={https://arxiv.org/abs/2410.10989},\n journal={arXiv preprint arXiv:2410.10989},\n}\nPlease see reference here", "crumbs": [ "Advanced Features", "Custom Integrations" diff --git a/sitemap.xml b/sitemap.xml index cb75db15b..e7aac27ce 100644 --- a/sitemap.xml +++ b/sitemap.xml @@ -2,682 +2,682 @@ https://docs.axolotl.ai/examples/colab-notebooks/colab-axolotl-example.html - 2025-04-18T00:27:34.716Z + 2025-04-18T16:57:51.808Z https://docs.axolotl.ai/docs/dataset-formats/stepwise_supervised.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/dataset-formats/template_free.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/dataset-formats/tokenized.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/nccl.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/amd_hpc.html - 2025-04-18T00:27:34.711Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/config.html - 2025-04-18T00:27:34.711Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/multi-gpu.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/installation.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/torchao.html - 2025-04-18T00:27:34.716Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/reward_modelling.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/input_output.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/multimodal.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/api/utils.callbacks.mlflow_.html - 2025-04-18T00:28:21.472Z + 2025-04-18T16:58:21.628Z https://docs.axolotl.ai/docs/api/monkeypatch.trainer_fsdp_optim.html - 2025-04-18T00:28:21.065Z + 2025-04-18T16:58:21.217Z https://docs.axolotl.ai/docs/api/monkeypatch.data.batch_dataset_fetcher.html - 2025-04-18T00:28:21.081Z + 2025-04-18T16:58:21.233Z https://docs.axolotl.ai/docs/api/prompt_strategies.stepwise_supervised.html - 2025-04-18T00:28:20.767Z + 2025-04-18T16:58:20.918Z https://docs.axolotl.ai/docs/api/monkeypatch.mistral_attn_hijack_flash.html - 2025-04-18T00:28:21.010Z + 2025-04-18T16:58:21.162Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.user_defined.html - 2025-04-18T00:28:20.813Z + 2025-04-18T16:58:20.965Z https://docs.axolotl.ai/docs/api/integrations.liger.args.html - 2025-04-18T00:28:21.388Z + 2025-04-18T16:58:21.543Z https://docs.axolotl.ai/docs/api/utils.schemas.training.html - 2025-04-18T00:28:21.251Z + 2025-04-18T16:58:21.405Z https://docs.axolotl.ai/docs/api/datasets.html - 2025-04-18T00:28:20.261Z + 2025-04-18T16:58:20.411Z https://docs.axolotl.ai/docs/api/kernels.geglu.html - 2025-04-18T00:28:20.949Z + 2025-04-18T16:58:21.101Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_flash.html - 2025-04-18T00:28:20.994Z + 2025-04-18T16:58:21.146Z https://docs.axolotl.ai/docs/api/cli.sweeps.html - 2025-04-18T00:28:20.599Z + 2025-04-18T16:58:20.750Z https://docs.axolotl.ai/docs/api/utils.freeze.html - 2025-04-18T00:28:21.153Z + 2025-04-18T16:58:21.306Z https://docs.axolotl.ai/docs/api/monkeypatch.multipack.html - 2025-04-18T00:28:21.012Z + 2025-04-18T16:58:21.163Z https://docs.axolotl.ai/docs/api/cli.main.html - 2025-04-18T00:28:20.495Z + 2025-04-18T16:58:20.645Z https://docs.axolotl.ai/docs/api/core.trainers.trl.html - 2025-04-18T00:28:20.676Z + 2025-04-18T16:58:20.827Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.passthrough.html - 2025-04-18T00:28:20.815Z + 2025-04-18T16:58:20.967Z https://docs.axolotl.ai/docs/api/core.chat.format.llama3x.html - 2025-04-18T00:28:20.449Z + 2025-04-18T16:58:20.599Z https://docs.axolotl.ai/docs/api/core.datasets.transforms.chat_builder.html - 2025-04-18T00:28:20.464Z + 2025-04-18T16:58:20.614Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.user_defined.html - 2025-04-18T00:28:20.832Z + 2025-04-18T16:58:20.984Z https://docs.axolotl.ai/docs/api/utils.collators.mamba.html - 2025-04-18T00:28:21.444Z + 2025-04-18T16:58:21.600Z https://docs.axolotl.ai/docs/api/integrations.base.html - 2025-04-18T00:28:21.373Z + 2025-04-18T16:58:21.528Z https://docs.axolotl.ai/docs/api/utils.bench.html - 2025-04-18T00:28:21.145Z + 2025-04-18T16:58:21.298Z https://docs.axolotl.ai/docs/api/kernels.swiglu.html - 2025-04-18T00:28:20.960Z + 2025-04-18T16:58:21.111Z https://docs.axolotl.ai/docs/api/core.chat.format.shared.html - 2025-04-18T00:28:20.451Z + 2025-04-18T16:58:20.601Z https://docs.axolotl.ai/docs/api/integrations.cut_cross_entropy.args.html - 2025-04-18T00:28:21.376Z + 2025-04-18T16:58:21.531Z https://docs.axolotl.ai/docs/api/core.datasets.chat.html - 2025-04-18T00:28:20.456Z + 2025-04-18T16:58:20.606Z https://docs.axolotl.ai/docs/api/utils.callbacks.lisa.html - 2025-04-18T00:28:21.469Z + 2025-04-18T16:58:21.624Z https://docs.axolotl.ai/docs/api/integrations.grokfast.optimizer.html - 2025-04-18T00:28:21.377Z + 2025-04-18T16:58:21.532Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_chat.html - 2025-04-18T00:28:20.716Z + 2025-04-18T16:58:20.868Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_instruct.html - 2025-04-18T00:28:20.717Z + 2025-04-18T16:58:20.869Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.chatml.html - 2025-04-18T00:28:20.831Z + 2025-04-18T16:58:20.983Z https://docs.axolotl.ai/docs/api/utils.schemas.integrations.html - 2025-04-18T00:28:21.298Z + 2025-04-18T16:58:21.451Z https://docs.axolotl.ai/docs/api/utils.schemas.trl.html - 2025-04-18T00:28:21.281Z + 2025-04-18T16:58:21.434Z https://docs.axolotl.ai/docs/api/prompt_tokenizers.html - 2025-04-18T00:28:20.316Z + 2025-04-18T16:58:20.466Z https://docs.axolotl.ai/docs/api/utils.data.sft.html - 2025-04-18T00:28:21.229Z + 2025-04-18T16:58:21.382Z https://docs.axolotl.ai/docs/api/utils.schedulers.html - 2025-04-18T00:28:21.194Z + 2025-04-18T16:58:21.347Z https://docs.axolotl.ai/docs/api/utils.chat_templates.html - 2025-04-18T00:28:21.128Z + 2025-04-18T16:58:21.280Z https://docs.axolotl.ai/docs/api/utils.models.html - 2025-04-18T00:28:21.111Z + 2025-04-18T16:58:21.263Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chatml.html - 2025-04-18T00:28:20.810Z + 2025-04-18T16:58:20.962Z https://docs.axolotl.ai/docs/api/utils.distributed.html - 2025-04-18T00:28:21.215Z + 2025-04-18T16:58:21.368Z https://docs.axolotl.ai/docs/api/monkeypatch.utils.html - 2025-04-18T00:28:21.053Z + 2025-04-18T16:58:21.205Z https://docs.axolotl.ai/docs/api/utils.schemas.utils.html - 2025-04-18T00:28:21.310Z + 2025-04-18T16:58:21.464Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_expand_mask.html - 2025-04-18T00:28:21.020Z + 2025-04-18T16:58:21.172Z https://docs.axolotl.ai/docs/api/common.datasets.html - 2025-04-18T00:28:21.414Z + 2025-04-18T16:58:21.569Z https://docs.axolotl.ai/docs/api/logging_config.html - 2025-04-18T00:28:20.321Z + 2025-04-18T16:58:20.471Z https://docs.axolotl.ai/docs/api/kernels.quantize.html - 2025-04-18T00:28:20.967Z + 2025-04-18T16:58:21.119Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_patch_multipack.html - 2025-04-18T00:28:21.056Z + 2025-04-18T16:58:21.208Z https://docs.axolotl.ai/docs/api/utils.schemas.model.html - 2025-04-18T00:28:21.246Z + 2025-04-18T16:58:21.400Z https://docs.axolotl.ai/docs/api/monkeypatch.stablelm_attn_hijack_flash.html - 2025-04-18T00:28:21.062Z + 2025-04-18T16:58:21.213Z https://docs.axolotl.ai/docs/api/monkeypatch.mixtral.html - 2025-04-18T00:28:21.082Z + 2025-04-18T16:58:21.234Z https://docs.axolotl.ai/docs/api/utils.tokenization.html - 2025-04-18T00:28:21.118Z + 2025-04-18T16:58:21.271Z https://docs.axolotl.ai/docs/api/integrations.kd.trainer.html - 2025-04-18T00:28:21.385Z + 2025-04-18T16:58:21.540Z https://docs.axolotl.ai/docs/api/utils.schemas.datasets.html - 2025-04-18T00:28:21.269Z + 2025-04-18T16:58:21.422Z https://docs.axolotl.ai/docs/api/utils.collators.core.html - 2025-04-18T00:28:21.417Z + 2025-04-18T16:58:21.572Z https://docs.axolotl.ai/docs/api/monkeypatch.btlm_attn_hijack_flash.html - 2025-04-18T00:28:21.055Z + 2025-04-18T16:58:21.206Z https://docs.axolotl.ai/docs/api/utils.optimizers.adopt.html - 2025-04-18T00:28:21.226Z + 2025-04-18T16:58:21.379Z https://docs.axolotl.ai/docs/api/prompt_strategies.input_output.html - 2025-04-18T00:28:20.762Z + 2025-04-18T16:58:20.914Z https://docs.axolotl.ai/docs/api/index.html - 2025-04-18T00:28:20.184Z + 2025-04-18T16:58:20.333Z https://docs.axolotl.ai/docs/api/cli.cloud.modal_.html - 2025-04-18T00:28:20.645Z + 2025-04-18T16:58:20.796Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.llama3.html - 2025-04-18T00:28:20.800Z + 2025-04-18T16:58:20.952Z https://docs.axolotl.ai/docs/api/cli.train.html - 2025-04-18T00:28:20.503Z + 2025-04-18T16:58:20.653Z https://docs.axolotl.ai/docs/api/core.trainer_builder.html - 2025-04-18T00:28:20.336Z + 2025-04-18T16:58:20.486Z https://docs.axolotl.ai/docs/api/utils.callbacks.perplexity.html - 2025-04-18T00:28:21.464Z + 2025-04-18T16:58:21.619Z https://docs.axolotl.ai/docs/getting-started.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/dataset_loading.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/batch_vs_grad.html - 2025-04-18T00:27:34.711Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/faq.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/debugging.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/lr_groups.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/TODO.html - 2025-04-18T00:27:34.710Z + 2025-04-18T16:57:51.802Z https://docs.axolotl.ai/src/axolotl/integrations/LICENSE.html - 2025-04-18T00:27:34.731Z + 2025-04-18T16:57:51.823Z https://docs.axolotl.ai/index.html - 2025-04-18T00:27:34.728Z + 2025-04-18T16:57:51.820Z https://docs.axolotl.ai/src/axolotl/integrations/cut_cross_entropy/ACKNOWLEDGEMENTS.html - 2025-04-18T00:27:34.732Z + 2025-04-18T16:57:51.823Z https://docs.axolotl.ai/FAQS.html - 2025-04-18T00:27:34.710Z + 2025-04-18T16:57:51.802Z https://docs.axolotl.ai/docs/multi-node.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/sequence_parallelism.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/multipack.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/inference.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/lora_optims.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/api/utils.lora_embeddings.html - 2025-04-18T00:28:21.136Z + 2025-04-18T16:58:21.289Z https://docs.axolotl.ai/docs/api/kernels.utils.html - 2025-04-18T00:28:20.968Z + 2025-04-18T16:58:21.120Z https://docs.axolotl.ai/docs/api/prompt_strategies.chat_template.html - 2025-04-18T00:28:20.702Z + 2025-04-18T16:58:20.854Z https://docs.axolotl.ai/docs/api/convert.html - 2025-04-18T00:28:20.275Z + 2025-04-18T16:58:20.424Z https://docs.axolotl.ai/docs/api/common.const.html - 2025-04-18T00:28:21.398Z + 2025-04-18T16:58:21.553Z https://docs.axolotl.ai/docs/api/cli.cloud.base.html - 2025-04-18T00:28:20.638Z + 2025-04-18T16:58:20.789Z https://docs.axolotl.ai/docs/api/monkeypatch.relora.html - 2025-04-18T00:28:21.018Z + 2025-04-18T16:58:21.171Z https://docs.axolotl.ai/docs/api/utils.lora.html - 2025-04-18T00:28:21.133Z + 2025-04-18T16:58:21.285Z https://docs.axolotl.ai/docs/api/cli.merge_lora.html - 2025-04-18T00:28:20.574Z + 2025-04-18T16:58:20.724Z https://docs.axolotl.ai/docs/api/prompt_strategies.bradley_terry.llama3.html - 2025-04-18T00:28:20.856Z + 2025-04-18T16:58:21.008Z https://docs.axolotl.ai/docs/api/cli.merge_sharded_fsdp_weights.html - 2025-04-18T00:28:20.586Z + 2025-04-18T16:58:20.736Z https://docs.axolotl.ai/docs/api/integrations.spectrum.args.html - 2025-04-18T00:28:21.395Z + 2025-04-18T16:58:21.550Z https://docs.axolotl.ai/docs/api/models.mamba.modeling_mamba.html - 2025-04-18T00:28:21.415Z + 2025-04-18T16:58:21.570Z https://docs.axolotl.ai/docs/api/common.architectures.html - 2025-04-18T00:28:21.396Z + 2025-04-18T16:58:21.551Z https://docs.axolotl.ai/docs/api/utils.trainer.html - 2025-04-18T00:28:21.170Z + 2025-04-18T16:58:21.323Z https://docs.axolotl.ai/docs/api/utils.callbacks.comet_.html - 2025-04-18T00:28:21.476Z + 2025-04-18T16:58:21.632Z https://docs.axolotl.ai/docs/api/cli.vllm_serve.html - 2025-04-18T00:28:20.635Z + 2025-04-18T16:58:20.786Z https://docs.axolotl.ai/docs/api/utils.schemas.multimodal.html - 2025-04-18T00:28:21.286Z + 2025-04-18T16:58:21.439Z https://docs.axolotl.ai/docs/api/utils.gradient_checkpointing.unsloth.html - 2025-04-18T00:28:21.232Z + 2025-04-18T16:58:21.385Z https://docs.axolotl.ai/docs/api/core.trainers.base.html - 2025-04-18T00:28:20.659Z + 2025-04-18T16:58:20.810Z https://docs.axolotl.ai/docs/api/monkeypatch.unsloth_.html - 2025-04-18T00:28:21.073Z + 2025-04-18T16:58:21.225Z https://docs.axolotl.ai/docs/api/utils.samplers.multipack.html - 2025-04-18T00:28:21.457Z + 2025-04-18T16:58:21.613Z https://docs.axolotl.ai/docs/api/utils.callbacks.profiler.html - 2025-04-18T00:28:21.467Z + 2025-04-18T16:58:21.623Z https://docs.axolotl.ai/docs/api/integrations.lm_eval.args.html - 2025-04-18T00:28:21.391Z + 2025-04-18T16:58:21.547Z https://docs.axolotl.ai/docs/api/utils.data.pretraining.html - 2025-04-18T00:28:21.227Z + 2025-04-18T16:58:21.380Z https://docs.axolotl.ai/docs/api/evaluate.html - 2025-04-18T00:28:20.254Z + 2025-04-18T16:58:20.403Z https://docs.axolotl.ai/docs/api/utils.dict.html - 2025-04-18T00:28:21.218Z + 2025-04-18T16:58:21.371Z https://docs.axolotl.ai/docs/api/cli.utils.html - 2025-04-18T00:28:20.631Z + 2025-04-18T16:58:20.782Z https://docs.axolotl.ai/docs/api/prompt_strategies.pygmalion.html - 2025-04-18T00:28:20.784Z + 2025-04-18T16:58:20.936Z https://docs.axolotl.ai/docs/api/core.training_args.html - 2025-04-18T00:28:20.424Z + 2025-04-18T16:58:20.574Z https://docs.axolotl.ai/docs/api/cli.inference.html - 2025-04-18T00:28:20.566Z + 2025-04-18T16:58:20.716Z https://docs.axolotl.ai/docs/api/kernels.lora.html - 2025-04-18T00:28:20.939Z + 2025-04-18T16:58:21.091Z https://docs.axolotl.ai/docs/api/cli.evaluate.html - 2025-04-18T00:28:20.511Z + 2025-04-18T16:58:20.661Z https://docs.axolotl.ai/docs/api/utils.collators.batching.html - 2025-04-18T00:28:21.441Z + 2025-04-18T16:58:21.596Z https://docs.axolotl.ai/docs/api/prompt_strategies.completion.html - 2025-04-18T00:28:20.756Z + 2025-04-18T16:58:20.908Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.zephyr.html - 2025-04-18T00:28:20.812Z + 2025-04-18T16:58:20.964Z https://docs.axolotl.ai/docs/api/prompt_strategies.metharme.html - 2025-04-18T00:28:20.774Z + 2025-04-18T16:58:20.925Z https://docs.axolotl.ai/docs/api/prompt_strategies.orpo.chat_template.html - 2025-04-18T00:28:20.852Z + 2025-04-18T16:58:21.004Z https://docs.axolotl.ai/docs/api/prompt_strategies.alpaca_w_system.html - 2025-04-18T00:28:20.729Z + 2025-04-18T16:58:20.881Z https://docs.axolotl.ai/docs/api/utils.model_shard_quant.html - 2025-04-18T00:28:21.142Z + 2025-04-18T16:58:21.294Z https://docs.axolotl.ai/docs/api/cli.config.html - 2025-04-18T00:28:20.552Z + 2025-04-18T16:58:20.702Z https://docs.axolotl.ai/docs/api/utils.schemas.enums.html - 2025-04-18T00:28:21.305Z + 2025-04-18T16:58:21.458Z https://docs.axolotl.ai/docs/api/cli.preprocess.html - 2025-04-18T00:28:20.594Z + 2025-04-18T16:58:20.744Z https://docs.axolotl.ai/docs/api/core.chat.messages.html - 2025-04-18T00:28:20.446Z + 2025-04-18T16:58:20.596Z https://docs.axolotl.ai/docs/api/prompt_strategies.dpo.chat_template.html - 2025-04-18T00:28:20.790Z + 2025-04-18T16:58:20.942Z https://docs.axolotl.ai/docs/api/utils.schemas.peft.html - 2025-04-18T00:28:21.277Z + 2025-04-18T16:58:21.431Z https://docs.axolotl.ai/docs/api/train.html - 2025-04-18T00:28:20.244Z + 2025-04-18T16:58:20.393Z https://docs.axolotl.ai/docs/api/prompt_strategies.messages.chat.html - 2025-04-18T00:28:20.788Z + 2025-04-18T16:58:20.940Z https://docs.axolotl.ai/docs/api/prompt_strategies.orcamini.html - 2025-04-18T00:28:20.777Z + 2025-04-18T16:58:20.929Z https://docs.axolotl.ai/docs/api/utils.collators.mm_chat.html - 2025-04-18T00:28:21.449Z + 2025-04-18T16:58:21.605Z https://docs.axolotl.ai/docs/api/prompt_strategies.kto.llama3.html - 2025-04-18T00:28:20.823Z + 2025-04-18T16:58:20.975Z https://docs.axolotl.ai/docs/api/monkeypatch.attention.mllama.html - 2025-04-18T00:28:21.080Z + 2025-04-18T16:58:21.231Z https://docs.axolotl.ai/docs/api/cli.checks.html - 2025-04-18T00:28:20.534Z + 2025-04-18T16:58:20.685Z https://docs.axolotl.ai/docs/api/monkeypatch.transformers_fa_utils.html - 2025-04-18T00:28:21.071Z + 2025-04-18T16:58:21.223Z https://docs.axolotl.ai/docs/api/monkeypatch.llama_attn_hijack_xformers.html - 2025-04-18T00:28:20.996Z + 2025-04-18T16:58:21.148Z https://docs.axolotl.ai/docs/api/core.trainers.dpo.trainer.html - 2025-04-18T00:28:20.683Z + 2025-04-18T16:58:20.834Z https://docs.axolotl.ai/docs/api/prompt_strategies.user_defined.html - 2025-04-18T00:28:20.738Z + 2025-04-18T16:58:20.889Z https://docs.axolotl.ai/docs/api/cli.args.html - 2025-04-18T00:28:20.528Z + 2025-04-18T16:58:20.678Z https://docs.axolotl.ai/docs/api/prompt_strategies.llama2_chat.html - 2025-04-18T00:28:20.750Z + 2025-04-18T16:58:20.902Z https://docs.axolotl.ai/docs/api/utils.schemas.config.html - 2025-04-18T00:28:21.240Z + 2025-04-18T16:58:21.393Z https://docs.axolotl.ai/docs/api/core.trainers.grpo.trainer.html - 2025-04-18T00:28:20.686Z + 2025-04-18T16:58:20.838Z https://docs.axolotl.ai/docs/api/core.chat.format.chatml.html - 2025-04-18T00:28:20.448Z + 2025-04-18T16:58:20.598Z https://docs.axolotl.ai/docs/api/monkeypatch.lora_kernels.html - 2025-04-18T00:28:21.045Z + 2025-04-18T16:58:21.197Z https://docs.axolotl.ai/docs/api/prompt_strategies.base.html - 2025-04-18T00:28:20.688Z + 2025-04-18T16:58:20.839Z https://docs.axolotl.ai/docs/rlhf.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/cli.html - 2025-04-18T00:27:34.711Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/unsloth.html - 2025-04-18T00:27:34.716Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/fsdp_qlora.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/dataset_preprocessing.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/custom_integrations.html - 2025-04-18T00:27:34.711Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/mac.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/docker.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/ray-integration.html - 2025-04-18T00:27:34.715Z + 2025-04-18T16:57:51.807Z https://docs.axolotl.ai/docs/dataset-formats/index.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/dataset-formats/conversation.html - 2025-04-18T00:27:34.711Z + 2025-04-18T16:57:51.803Z https://docs.axolotl.ai/docs/dataset-formats/pretraining.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z https://docs.axolotl.ai/docs/dataset-formats/inst_tune.html - 2025-04-18T00:27:34.712Z + 2025-04-18T16:57:51.804Z