LLMs
๐บ๐ฒ๐๐ต๐ผ๐ฑ๐ ๐ผ๐ณ ๐ณ๐ถ๐ป๐ฒ-๐๐๐ป๐ถ๐ป๐ด ๐ฎ๐ป ๐ผ๐ฝ๐ฒ๐ป-๐๐ผ๐๐ฟ๐ฐ๐ฒ ๐๐๐ ๐ฒ๐
๐ถ๐t โ
- ๐๐ฐ๐ฏ๐ต๐ช๐ฏ๐ถ๐ฆ๐ฅ ๐ฑ๐ณ๐ฆ-๐ต๐ณ๐ข๐ช๐ฏ๐ช๐ฏ๐จ: utilize domain-specific data to apply the same pre-training process (next token prediction) on the pre-trained (base) model
- ๐๐ฏ๐ด๐ต๐ณ๐ถ๐ค๐ต๐ช๐ฐ๐ฏ ๐ง๐ช๐ฏ๐ฆ-๐ต๐ถ๐ฏ๐ช๐ฏ๐จ: the pre-trained (base) model is fine-tuned on a Q&A dataset to learn to answer questions
- ๐๐ช๐ฏ๐จ๐ญ๐ฆ-๐ต๐ข๐ด๐ฌ ๐ง๐ช๐ฏ๐ฆ-๐ต๐ถ๐ฏ๐ช๐ฏ๐จ: the... See more
- ๐๐ฐ๐ฏ๐ต๐ช๐ฏ๐ถ๐ฆ๐ฅ ๐ฑ๐ณ๐ฆ-๐ต๐ณ๐ข๐ช๐ฏ๐ช๐ฏ๐จ: utilize domain-specific data to apply the same pre-training process (next token prediction) on the pre-trained (base) model
- ๐๐ฏ๐ด๐ต๐ณ๐ถ๐ค๐ต๐ช๐ฐ๐ฏ ๐ง๐ช๐ฏ๐ฆ-๐ต๐ถ๐ฏ๐ช๐ฏ๐จ: the pre-trained (base) model is fine-tuned on a Q&A dataset to learn to answer questions
- ๐๐ช๐ฏ๐จ๐ญ๐ฆ-๐ต๐ข๐ด๐ฌ ๐ง๐ช๐ฏ๐ฆ-๐ต๐ถ๐ฏ๐ช๐ฏ๐จ: the... See more
Shortwave โ rajhesh.panchanadhan@gmail.com [Gmail alternative]
The OpenAI Assistants API offers more than a simple prompt-sharing interface; it provides a sophisticated framework for AI interactions. It allows for persistent conversation sessions with automatic context management (Threads), structured interactions (Messages and Runs), integration with various tools for enhanced capabilities, customization... See more
Discord - A New Way to Chat with Friends & Communities
The xAI PromptIDE is an integrated development environment for prompt engineering and interpretability research. It accelerates prompt engineering through an SDK that allows implementing complex prompting techniques and rich analytics that visualize the network's outputs. We use it heavily in our continuous development of Grok.
PromptIDE
The context size of the input is too small for when you want to analyse CSV's with 1000's of rows and embedding doesn't really work because it loses context.
r/LLMDevs - Reddit
Pipeline RobustQA Avg. score Avg. response time (secs) Azure Cognitive Search Retriever + GPT4 + Ada 72.36 >1.0s Canopy (Pinecone) 59.61 >1.0s Langchain + Pinecone + OpenAI 61.42 <0.8s Langchain + Pinecone + Cohere 69.02 <0.6s LlamaIndex + Weaviate Vector Store - Hybrid Search 75.89 <1.0s RAG Google Cloud VertexAI-Search + Bison... See more
arXiv:2405.02048v1 [cs.IR] 3 May 2024
weโre in a capability overhang - the AI tech that already exists has huge potential impact, whether you engage or not, so get ahead by exploring
the appropriate approach is pathfinding which uses experiments to learn and, critically, artefacts to tell the organisation what to do next.
the appropriate approach is pathfinding which uses experiments to learn and, critically, artefacts to tell the organisation what to do next.
Shortwave โ rajhesh.panchanadhan@gmail.com [Gmail alternative]
TorchMultimodal (Beta Release)
Introduction
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale. It provides:
Introduction
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale. It provides:
- A repository of modular and composable building blocks (models, fusion layers, loss functions, datasets and utilities).
- A repository of examples that show how to combine these building
facebookresearch โข GitHub - facebookresearch/multimodal at a33a8b888a542a4578b16972aecd072eff02c1a6
Mem0: The Memory Layer for Personalized AI
Mem0 provides a smart, self-improving memory layer for Large Language Models, enabling personalized AI experiences across applications.
Mem0 provides a smart, self-improving memory layer for Large Language Models, enabling personalized AI experiences across applications.
Note: The Mem0 repository now also includes the Embedchain project. We continue to maintain and support Embedchain โค๏ธ. You can find the Embedchain codebase in the embedchai... See more
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