Ready to efficiently #finetune Llama-2-70B on a single A100 #GPU the easy way? Check out our blog to learn how to use #opensource @ludwig_ai and a simple configuration to fine-tune #Llama70B for structured JSON generation and outperform #GPT4! https://
pbase.ai/3NeMsiM
LLMS
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Fine-tune Llama-2-70B on Single A100 GPU Efficiently
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Updates for Custom GPTs: Long-term Memory and Consistency
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Long term memory for custom GPTs A better consistency in response behaviour GPT store ofc
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ChatGPT needs more consistency and reliability improvements
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I’d like to see more consistency, reliability, and robustness from ChatGPT.
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Exciting new LLM interfaces and multimodal applications emerging
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I am particularly excited to see lots of cool new interfaces for LLM’s along with people pushing the multi-modal use cases to the limit. There’s so much to build!
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AI Space Predictions 2024 and Developer Priorities
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What are your predications for the AI space in 2024? Anything in particular you would want to see as a developer?
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ChatGPT Performance Degradation: System Prompt and Behavioral Factors
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There’s a fun theory I saw about degraded ChatGPT performance: It’s worse because the system prompt says it’s December (holidays), in the same way that “tipping” it $200 makes it better.
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Llama3 Release Expected February 2024 with 120B Model
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Februar 2024 Llama3, different model sizes, best one 120b as leaks predict so far.
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Mistral Releases 8-Head MoE Model Available via Torrent
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1) Mistral just released their 8-head MoE model. 2) Pretty wild that major AI models are being released as torrent magnets on this platform.
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Flowise v1.4.4 Integrates LangChain Hub for Prompt Management
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Switching between LLMs often involves changing the underlying prompt.
— FlowiseAI (@FlowiseAI) 8 décembre 2023
For example, Llama2 performs better with special syntax like [INST]🤖
Flowise v1.4.4 is now supporting @LangChainAI Hub! Users can view and load prompts contributed by community 🫶 pic.twitter.com/AeHs9ly7mBSwitching between LLMs often involves changing the underlying prompt. For example, Llama2 performs better with special syntax like [INST] Flowise v1.4.4 is now supporting @langchain Hub! Users can view and load prompts contributed by community
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Intel Gaudi-2 Accelerates Model Training and LLM Services
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🗲#IntelAmbassador From demonstrating 3 x faster model training on Gaudi-2, through to Intel ’s LLM-as-a-service, the #IntelInnovation event signposted just how the next era of digital transformation is already upon us & it's empowered by 5 tech superpowers 💪
— Sen. Sally Eaves (@sallyeaves) 8 décembre 2023
🔸In this new ‘top… pic.twitter.com/nmGPtnzLIs🗲#IntelAmbassador From demonstrating 3 x faster model training on Gaudi-2, through to Intel ’s LLM-as-a-service, the #IntelInnovation event signposted just how the next era of digital transformation is already upon us & it's empowered by 5 tech superpowers In this new ‘top