So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding (using the final hidden state). All latest RWKV weights: https://huggingface.co/BlinkDL HF-compatible RWKV weights: https://hu...
MTEB Leaderboard Leaderboard for evaluating embedding models. 🔗 The Top 5 Vector Databases by Moez Ali A comparison of the best and most popular vector databases. 🔗 3. Retrieval Augmented Generation Using RAG, LLMs access relevant documents from a database to enhance the ...
Use-case:Using a pre-trained BERT model for sentence embedding. fromtransformersimportBertTokenizer,BertModelimporttorch tokenizer=BertTokenizer.from_pretrained('bert-base-uncased')model=BertModel.from_pretrained("bert-base-uncased")text="Transformers are amazing!"inputs=tokenizer(text,return_tensors="p...
运行前自动读取configs/model_config.py中LLM及Embedding模型枚举及默认模型设置运行模型,如需重新加载模型,可在模型配置Tab 重新选择后点击重新加载模型进行模型加载; 可手动调节保留对话历史长度、匹配知识库文段数量,可根据显存大小自行调节; 对话Tab 具备模式选择功能,可选择LLM对话与知识库问答模式进行对话,支持流式对...
Transformer 修炼之道(一)、Input Embedding ai2news.com/blog/26013/ 2021-05-14 WACV 2022 | SiamTPN:用于实时无人机跟踪的孪生Transformer金字塔网络 ai2news.com/blog/16549/ 2021-10-24 SOTA!苹果公司提出MobileViT模型!更小、更轻、更通用、精度更高的Vision Transformer! ai2news.com/blog/19338/ 2021...
EmbeddingType:支持huggingface和dashscope两种模型来源。 huggingface:系统提供内置的Embedding模型供您选择。 dashscope:使用百炼模型,默认使用text-embedding-v2模型,详情请参见Embedding。 Embedding Dimension:输出向量维度。维度的设置对模型的性能有直接影响。在您选择Embedding模型后,系统将自动...
RuntimeError: Error(s) in loading state_dict for VocabParallelEmbedding: size mismatch for weight: copying a param with shape torch.Size([64000, 4096]) from checkpoint, the shape in current model is torch.Size([63992, 4096]). 需要在训练开始前,修改llm_train/AscendSpeed/yi/3_training.sh文...
RuntimeError: Error(s) in loading state_dict for VocabParallelEmbedding: size mismatch for weight: copying a param with shape torch.Size([64000, 4096]) from checkpoint, the shape in current model is torch.Size([63992, 4096]). 需要在训练开始前,修改llm_train/AscendSpeed/yi/3_training.sh文...
git clone https://github.com/huggingface/tokenizers PyPi (📥 11M / month · 📦 240 · ⏱️ 05.04.2023): pip install tokenizers Conda (📥 1.2M · ⏱️ 16.06.2023): conda install -c conda-forge tokenizers rubrix (🥈34 · ⭐ 2.4K) - Argilla: the open-source data...
Embeddings Embedding models for RAG. Retrievers Retrieval methods for knowledge access. Cookbooks Practical guides and tutorials for implementing specific functionalities in CAMEL-AI agents and societies. CookbookDescription Creating Your First Agent A step-by-step guide to building your first agent. Creati...