All tags
Topic: "text-to-3d"
Problems with MMLU-Pro
mmlu-pro llama-3-8b-q8 gpt4all-3.0 chatgpt claude llama gemini mobilellm runway-gen-3-alpha meta-3d-gen huggingface meta-ai-fair salesforce runway nomic-ai pineapple argil-ai benchmarking prompt-engineering model-evaluation model-performance multimodality automated-dataset-generation video-generation open-source-models ai-assistants text-to-3d deepfake transformers reasoning wenhu-chen danhendrycks clementine ylecun adcock_brett svpino rohanpaul_ai
MMLU-Pro is gaining attention as the successor to MMLU on the Open LLM Leaderboard V2 by HuggingFace, despite community concerns about evaluation discrepancies and prompt sensitivity affecting model performance, notably a 10-point improvement in Llama-3-8b-q8 with simple prompt tweaks. Meta's MobileLLM research explores running sub-billion parameter LLMs on smartphones using shared weights and deeper architectures. Salesforce's APIGen introduces an automated dataset generation system for function-calling tasks outperforming larger models. Runway Gen-3 Alpha launches an AI video generator for paid users creating realistic 10-second clips. Nomic AI's GPT4All 3.0 offers an open-source desktop app supporting thousands of local models. AI assistants with multimodal capabilities and affordable access to multiple LLMs like ChatGPT, Claude, Llama, and Gemini are emerging. Meta 3D Gen advances text-to-3D asset generation, while Argil AI enables deepfake video creation from text threads. Research on transformer grokking and reasoning highlights advances in robust reasoning capabilities.
One Year of Latent Space
gemini-1.5 gemma-7b mistral-next opus-v1 orca-2-13b nous-hermes-2-dpo-7b google-deepmind nous-research mistral-ai hugging-face nvidia langchain jetbrains ai-ethics bias-mitigation fine-tuning performance-optimization model-merging knowledge-transfer text-to-3d ai-hallucination hardware-optimization application-development vulnerability-research jim-keller richard-socher
Latent Space podcast celebrated its first anniversary, reaching #1 in AI Engineering podcasts and 1 million unique readers on Substack. The Gemini 1.5 image generator by Google DeepMind sparked controversy over bias and inaccurate representation, leading to community debates on AI ethics. Discussions in TheBloke and LM Studio Discords highlighted AI's growing role in creative industries, especially game development and text-to-3D tools. Fine-tuning and performance optimization of models like Gemma 7B and Mistral-next were explored in Nous Research AI and Mistral Discords, with shared solutions including learning rates and open-source tools. Emerging trends in AI hardware and application development were discussed in CUDA MODE and LangChain AI Discords, including critiques of Nvidia's CUDA by Jim Keller and advancements in reducing AI hallucinations hinted by Richard Socher.