├── .gitignore ├── LICENSE ├── README.md ├── docs ├── .gitignore ├── Gemfile ├── README.md ├── _config.yml ├── _data │ └── navigation.yml ├── _docs │ ├── README.md │ ├── api.md │ ├── home.md │ └── training.md ├── _includes │ ├── head │ │ └── custom.html │ ├── masthead.html │ └── page__hero.html ├── _pages │ ├── 404.md │ ├── contact.md │ ├── home.md │ └── leaderboard.md ├── _sass │ ├── custom │ │ ├── header-footer.scss │ │ ├── no-sidebar.scss │ │ └── splash.scss │ ├── minimal-mistakes.scss │ └── skins │ │ ├── dark.scss │ │ └── light.scss └── assets │ ├── css │ └── main-dark.scss │ └── images │ └── logo │ ├── favicon.png │ ├── logo.png │ └── logo.svg ├── examples ├── classification.py ├── clustering.py ├── retrieval.py └── sts.py ├── experiments ├── mteb_eval.py ├── mteb_eval_custom.py ├── run_mntp.py ├── run_simcse.py ├── run_supervised.py ├── run_word_task.py └── test_word_task.py ├── images ├── overview.png ├── sample_efficient.png ├── supervised.png └── unsupervised.png ├── llm2vec ├── __init__.py ├── dataset │ ├── E5Data.py │ ├── Wiki1M.py │ ├── __init__.py │ ├── dataset.py │ └── utils.py ├── experiment_utils.py ├── llm2vec.py ├── loss │ ├── HardNegativeNLLLoss.py │ ├── __init__.py │ ├── loss_utils.py │ └── utils.py ├── models │ ├── __init__.py │ ├── attn_mask_utils.py │ ├── bidirectional_gemma.py │ ├── bidirectional_llama.py │ ├── bidirectional_mistral.py │ ├── bidirectional_qwen2.py │ └── utils.py └── version.py ├── setup.cfg ├── setup.py ├── test_configs ├── mteb │ └── task_to_instructions.json └── word-task │ ├── Llama2-bi-mntp-simcse.json │ ├── Llama2-bi-mntp.json │ ├── Llama2-bi.json │ ├── Llama2-uni.json │ ├── Mistral-bi-mntp-simcse.json │ ├── Mistral-bi-mntp.json │ ├── Mistral-bi.json │ ├── Mistral-uni.json │ ├── ShearedLlama-bi-mntp-simcse.json │ ├── ShearedLlama-bi-mntp.json │ ├── ShearedLlama-bi.json │ └── ShearedLlama-uni.json └── train_configs ├── mntp ├── Llama2.json ├── MetaLlama3.1.json ├── MetaLlama3.json ├── Mistral.json └── Sheared-Llama.json ├── simcse ├── Llama2.json ├── MetaLlama3.json ├── Mistral.json └── Sheared-Llama.json ├── supervised ├── Llama2.json ├── MetaLlama3.1.json ├── MetaLlama3.json ├── Mistral.json └── Sheared-Llama.json └── word-task ├── Llama2-bi-mntp-simcse.json ├── Llama2-bi-mntp.json ├── Llama2-bi.json ├── Llama2-uni.json ├── Mistral-bi-mntp-simcse.json ├── Mistral-bi-mntp.json ├── Mistral-bi.json ├── Mistral-uni.json ├── ShearedLlama-bi-mntp-simcse.json ├── ShearedLlama-bi-mntp.json ├── ShearedLlama-bi.json └── ShearedLlama-uni.json /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/McGill-NLP/llm2vec/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/McGill-NLP/llm2vec/HEAD/LICENSE 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