├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── PULL_REQUEST_TEMPLATE.yml ├── dependabot.yml ├── labeler.yml └── workflows │ ├── code_quality_control.yml │ ├── cos_integration.yml │ ├── docs.yml │ ├── docs_test.yml │ ├── label.yml │ ├── lints.yml │ ├── pr_request_checks.yml │ ├── pull-request-links.yml │ ├── pylint.yml │ ├── python-publish.yml │ ├── quality.yml │ ├── ruff.yml │ ├── run_test.yml │ ├── stale.yml │ ├── test.yml │ ├── testing.yml │ ├── unit-test.yml │ └── welcome.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── Dockerfile ├── LICENSE ├── Makefile ├── README.md ├── agorabanner.png ├── docs ├── .DS_Store ├── applications │ ├── customer_support.md │ ├── enterprise.md │ └── marketing_agencies.md ├── architecture.md ├── assets │ ├── css │ │ └── extra.css │ └── img │ │ ├── SwarmsLogoIcon.png │ │ ├── swarmsbanner.png │ │ ├── tools │ │ ├── output.png │ │ ├── poetry_setup.png │ │ └── toml.png │ │ └── zetascale.png ├── bounties.md ├── contributing.md ├── demos.md ├── design.md ├── examples │ ├── count-tokens.md │ ├── index.md │ ├── load-and-query-pinecone.md │ ├── load-query-and-chat-marqo.md │ ├── query-webpage.md │ ├── store-conversation-memory-in-dynamodb.md │ ├── talk-to-a-pdf.md │ ├── talk-to-a-webpage.md │ ├── talk-to-redshift.md │ └── using-text-generation-web-ui.md ├── faq.md ├── flywheel.md ├── hiring.md ├── index.md ├── metric.md ├── overrides │ └── main.html ├── purpose.md ├── research.md ├── roadmap.md ├── stylesheets │ └── extra.css └── zeta │ ├── .DS_Store │ ├── index.md │ ├── nn │ ├── architecture │ │ ├── decoder.md │ │ └── transformer.md │ ├── attention │ │ ├── base.md │ │ ├── flash2.md │ │ ├── flash_attention.md │ │ ├── multihead.md │ │ └── multiquery.md │ ├── biases │ │ ├── alibi.md │ │ ├── relative_bias.md │ │ └── xpos.md │ ├── embeddings │ │ ├── multiway.md │ │ ├── rope.md │ │ └── truncated_rope.md │ ├── modules │ │ ├── lora.md │ │ └── token_learner.md │ └── utils │ │ └── helpers.md │ ├── tokenizers │ ├── language_tokenizer.md │ ├── multi_modal_tokenizer.md │ └── sentencepiece.md │ └── training │ ├── nebula.md │ ├── optimizers │ ├── decoupled_lion.md │ └── sophia.md │ └── train.md ├── example.py ├── mkdocs.yml ├── package ├── __init__.py ├── main.py └── subfolder │ ├── __init__.py │ └── main.py ├── pyproject.toml ├── requirements.txt └── scripts ├── code_quality.sh ├── merge_all_prs.sh ├── test_name.sh └── tests.sh /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kyegomez/MELLE/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kyegomez/MELLE/HEAD/.github/ISSUE_TEMPLATE/bug_report.md 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