Knowledge Retrieval & Data Analysis
372 models available
Find embedding models, RAG solutions, and AI for document analysis, Q&A systems, and data insights.
Top Picks
msmarco-distilbert-base-v4
--- license: apache-2.0 library_name: sentence-transformers tags: - sentence-transformers - feature-extraction - sentence-similarity - transformers pipeline_tag: sentence-similarit...
Youtu-Embedding
--- license: other language: - zh pipeline_tag: sentence-similarity library_name: transformers tags: - transformers - sentence-transformers - sentence-similarity - feature-extracti...
MyAwesomeModel-TestRepo
--- license: mit library_name: transformers --- The MyAwesomeModel has unde...
mt5-base-squad-transfer
--- language: - en - sw - multilingual license: apache-2.0 tags: - question-answering - seq2seq - curriculum-learning - mt5 - low-resource-nlp datasets: - rajpurkar/squad_v2 metric...
mpt-7b-moe-nq-finetuned
--- language: en license: apache-2.0 tags: - text-generation - mpt - moe - question-answering - natural-questions base_model: mosaicml/mpt-7b --- This model is a fine-tuned version...
pharos_2b_
--- license: apache-2.0 datasets: - junghee1486/pharos_data language: - ko metrics: - accuracy base_model: - google/gemma-2b-it pipeline_tag: text-classification library_name: tran...
qwen3_4bi_cotsft_rs0_2_3epo_cot2all_indep
--- base_model: unsloth/Qwen3-4B-Instruct-2507 tags: - text-generation-inference - transformers - unsloth - qwen3 license: apache-2.0 language: - en --- - **Developed by:** Zack-Z ...
qwen3_4bi_cotsft_rs0_1_3epo_cot2all_indep
--- base_model: unsloth/Qwen3-4B-Instruct-2507 tags: - text-generation-inference - transformers - unsloth - qwen3 license: apache-2.0 language: - en --- - **Developed by:** Zack-Z ...
multilingual-e5-small-coreml-embedder-256-512
--- license: mit pipeline_tag: feature-extraction tags: - embeddings - sentence-transformers - retrieval - semantic-search - multilingual - coreml - on-device - ios library_name: c...
bert-base-multilingual-uncased-b08
--- license: apache-2.0 library_name: transformers ---
phi-span-detector-deberta-v3
--- language: en license: apache-2.0 tags: - token-classification - ner - privacy - healthcare - deidentification - security - compliance pipeline_tag: token-classification library...
qwen3_4bi_cotsft_rs0_0_3epo_gem3all_indep
--- base_model: unsloth/Qwen3-4B-Instruct-2507 tags: - text-generation-inference - transformers - unsloth - qwen3 license: apache-2.0 language: - en --- - **Developed by:** Zack-Z ...
phi-leak-checker-deberta-v3
--- language: en license: apache-2.0 tags: - text-classification - privacy - healthcare - deidentification - security - compliance pipeline_tag: text-classification library_name: t...
QA-DeBERTa-v3-large-qa_bi_cross_attn_cls-binary
--- library_name: transformers license: mit base_model: microsoft/deberta-v3-large tags: - single_label_classification - question-answering - text-classification - generated_from_t...
xlm-roberta-ja-jaquad-qa
--- language: ["ja", "multilingual"] library_name: transformers pipeline_tag: question-answering tags: - xlm-roberta - question-answering - japanese - jaquad base_model: xlm-robert...
rubert-tiny2-kinopisk
--- library_name: transformers license: mit base_model: cointegrated/rubert-tiny2 tags: - generated_from_trainer metrics: - accuracy model-index: - name: rubert-tiny2-kinopisk resu...
sentence-scorer
--- language: - en license: mit library_name: transformers tags: - text-classification - sentence-scoring - interestingness - contrastive-learning - siamese-network pipeline_tag: t...
layoutlm-funsd
--- library_name: transformers license: mit base_model: microsoft/layoutlm-base-uncased tags: - generated_from_trainer model-index: - name: layoutlm-funsd results: [] --- This mode...
BoilerplateChecker-1225
--- license: cc-by-nc-4.0 language: - en library_name: transformers pipeline_tag: text-classification tags: - modernbert - oncology - clinical-trials - eligibility - binary-classif...
multilang-pii-ner-ONNX
--- license: mit datasets: - ai4privacy/open-pii-masking-500k-ai4privacy language: - en - de - fr - it metrics: - accuracy base_model: - Ar86Bat/multilang-pii-ner pipeline_tag: tok...
EN-TA
--- license: mit datasets: Hemanth-thunder/en_ta language: - ta - en widget: - text: A room without books is like a body without a soul - text: hardwork never fail - text: Be the c...
yelp_review_classifier
--- library_name: transformers license: apache-2.0 base_model: google-bert/bert-base-cased tags: - generated_from_trainer metrics: - accuracy model-index: - name: yelp_review_class...
simple-rnn-nlp
--- pipeline_tag: text-classification --- This is a **simple RNN-based text classification model** built with PyTorch. The model predicts **sentiment** of short text input as eithe...
bert-base-multilingual-uncased-b02-modified-ONNX
--- library_name: transformers.js base_model: - OUGeebar/bert-base-multilingual-uncased-b02-modified --- This is an ONNX version of OUGeebar/bert-base-multilingual-uncased-b02-modi...