Big context windows aren’t the panacea yet – content in the middle of the input prompt is less likely to be used than if it’s on the ends. New work by team @samaya_AI “current language models do not effectively use their entire context, and that retrieval is still a crucial
LLMS
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Operationalize LLMs with RAG and Open Source Models
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Ready to operationalize LLMs? Get best-in-class #RAG with privately hosted #opensource LLMs on managed infra right in your #VPC thanks to @predibase and @llama_index
. • Check the docs: https://
gpt-index.readthedocs.io/en/latest/exam
ples/llm/predibase.html
… • Get the notebook: https://
colab.research.google.com/drive/1ESVuNhB
gAIgQ9RI56Coak5Jxhs9AyfG5?usp=sharing
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LangChain Expression Language Discussion and Q&A Session
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Had a fun discussion with @nfcampos on Wednesday about our new LangChain Expression Language We also took some awesome questions from the audience! Check it out on YouTube now for some fun Friday viewing:
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Chat-Your-Data Starter Repo Updated with New Chains and LLMs
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Chat-Your-Data Update Our starter repo for creating a chatbot over your data has got an update! Big thanks to @bllchmbrs for updating it (new chains, new LLMs) The space moves fast, is great to have community members like Bill keeping us up-to-date!
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Curated Transformers Library Reaches v1.0 with PyTorch Implementations
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Curated Transformers is our new library of PyTorch LLM and other transformer implementations — now at v1.0! The library features well-factored implementations of common architectures, including Llama 2, Falcon, BERT and many more. Architectures are implemented from common https://
x.com/spacy_io/statu
/spacy_io/status/1687103018628722688
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DataRobot Extends Data Safely with LLMs and Chatapps
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Generative AI is getting a lot of media attention, but there is also a lot of vaporware. We're doing things differently. Join Chief Customer Officer Jay Schuren to hear how DataRobot makes it easy for you to safely extend your data with #LLMs, build and prototype #chatapps,
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Tuning LLM Personality: Agreeableness Control Coming Soon
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I’m way too agreeable. I want LLMs to model my personality, and allow me to tune my agreeableness like the volume on my phone. I think that’s coming soon:
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Groq Language Processor Llama2 70B Performance Spotlight Event
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If you are interested in throughput and low latency for large language models, don't miss our next GroqSpotlight: Groq Language Processor™ Llama2 70B Sneak Peek. http://
groq.link/gsaugust
#LLM #llama2 #largelanguagemodel -
Transformers and LLMs: Beyond the Common Assumption
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Not all transformers are LLMs, since transformers can also be used for computer vision. And not all LLMs are transformers as there are large language models based on – recurrent (RWKV, https://
arxiv.org/abs/2305.13048) – or convolutional (Hyena, https://
arxiv.org/abs/2302.10866) approaches. -
Shaping LLM Capabilities Through Guidance and Alignment
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i keep hearing people say "we are discovering new capabilities" of LLMs, or "new capabilities emerge". that's the wrong metaphor. we are guiding, shaping, and aligning these models. by showing positive examples of desired outputs we aim to increase the likelihood that an LLM