Artificial Intelligence thread

tphuang

tphuang

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tokenanalyst said:
Looks like MiniCPM launch was overshadowed by the launch of DeepSeek

A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone​

MiniCPM-o 2.6​

MiniCPM-o 2.6 is the latest and most capable model in the MiniCPM-o series. The model is built in an end-to-end fashion based on SigLip-400M, Whisper-medium-300M, ChatTTS-200M, and Qwen2.5-7B with a total of 8B parameters. It exhibits a significant performance improvement over MiniCPM-V 2.6, and introduces new features for real-time speech conversation and multimodal live streaming. Notable features of MiniCPM-o 2.6 include:

-Leading Visual Capability. MiniCPM-o 2.6 achieves an average score of 70.2 on OpenCompass, a comprehensive evaluation over 8 popular benchmarks.
-State-of-the-art Speech Capability. MiniCPM-o 2.6 supports bilingual real-time speech conversation with configurable voices in English and Chinese.
-Strong Multimodal Live Streaming Capability. As a new feature, MiniCPM-o 2.6 can accept continous video and audio streams independent of user queries, and support real-time speech interaction.
-Strong OCR Capability and Others. Advancing popular visual capabilites from MiniCPM-V series, MiniCPM-o 2.6 can process images with any aspect ratio and up to 1.8 million pixels (e.g., 1344x1344).
-Superior Efficiency. In addition to its friendly size, MiniCPM-o 2.6 also shows state-of-the-art token density (i.e., number of pixels encoded into each visual token).
-Easy Usage. MiniCPM-o 2.6 can be easily used in various ways: (1) llama.cpp support for efficient CPU inference on local devices, (2) int4 and GGUF format quantized models in 16 sizes, (3) vLLM support for high-throughput and memory-efficient inference, (4) fine-tuning on new domains and tasks with LLaMA-Factory, (5) quick local WebUI demo setup with Gradio, and (6) online web demo on server.

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there is in fact several releases today out of China that's not from deepseek.

I already posted one, but Bytedance had more AI update. Sensetime also had a big update.

But who really cares about those at this point?

Deepseek just wreck the entire Silicon Valley AI ecosystem by giving power to the people and taking it away from these tech overlords.

What is now the justification for buying 1 million H100 at this point or investing in huge data centers? You are going to be competing against people building distilled reasoning models off Llama, deepseek, Qwen and other open sourced models.

What is the justification for Nvidia's continued valuation? Or any of these other guys like TSMC, SK Hynix?
 
F

Fatty

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tphuang said:
there is in fact several releases today out of China that's not from deepseek.

I already posted one, but Bytedance had more AI update. Sensetime also had a big update.

But who really cares about those at this point?

Deepseek just wreck the entire Silicon Valley AI ecosystem by giving power to the people and taking it away from these tech overlords.

What is now the justification for buying 1 million H100 at this point or investing in huge data centers? You are going to be competing against people building distilled reasoning models off Llama, deepseek, Qwen and other open sourced models.

What is the justification for Nvidia's continued valuation? Or any of these other guys like TSMC, SK Hynix?
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LLMs are just the bells and whistles. Robotics and computer vision are what will actually generate real value, imo. Deepseek is what’s visible now but I think companies like Unitree are what will actually destroy Silicon Valley
 
tphuang

tphuang

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Fatty said:
LLMs are just the bells and whistles. Robotics and computer vision are what will actually generate real value, imo. Deepseek is what’s visible now but I think companies like Unitree are what will actually destroy Silicon Valley
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you have no idea what you are talking about.
 
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