Instructions to use ai-forever/FRIDA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ai-forever/FRIDA with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ai-forever/FRIDA") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use ai-forever/FRIDA with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="ai-forever/FRIDA")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("ai-forever/FRIDA") model = AutoModel.from_pretrained("ai-forever/FRIDA", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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Upload model_FRIDA_static_avx512vnni_8bit.onnx
Verified signatureКвантизация выполнена с использованием 8-битной асимметричной квантизации весов (симметричной для активаций) и калибровочного датасета на основе подмножества датасета ai-forever/solyanka (конфигурация lenta, 100 сэмплов). Тип квантизации: Статическая, 8-битная (AVX512 VNNI) Калибровочный датасет: ai-forever/solyanka (lenta, 100 сэмплов) Операторы для квантизации: Add, Gather, MatMul, Reshape, Softmax, Tanh Метод калибровки: Entropy (256 бинов) Используемые конфиги: ``` operators_to_quantize = ["Add", "Gather", "MatMul", "Reshape", "Softmax", "Tanh"] config = AutoQuantizationConfig.avx512_vnni( is_static=True, use_symmetric_activations=False, use_symmetric_weights=True, per_channel=True, operators_to_quantize=operators_to_quantize ) return config calibration_config = CalibrationConfig( dataset_name="ai-forever/solyanka", dataset_config_name="lenta", …a4bc662
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Добавлен пропавший промпт в конфиг sentence_transformers (#6)
Verified signature- Добавлен пропавший промпт в конфиг sentence_transformers (d5e72e7353614c259c1c03a602c741d366107439) Co-authored-by: Albert Fazlyev <bulatovv@users.noreply.huggingface.co>fb57740
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