Category: Machine Learning
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GPT-Systems: Moving Over to AIDC-AI/Ovis2-1B OCR
As part of my lunch time research for the day, on LLMs, I actually saw a Reddit comment mention a small size LLM that does OCR in a speedy manner, for me to try out: AIDC-AI/Ovis2-1B. I only had a single small delay today. I…
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Local LLMs: Deepseek R1 8b in VSCode
As an experiment for this week, this morning I decided I should get a model of Deepseek R1 running on my local dev machine. I went on a whim, went slow step-by-step through what I felt like implementing, only around 7 hours in speedy research…
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GPT Systems: Train GPT 2 – Godot 4.3 Experimental
Recently I’ve pressed the ‘reset button‘ in my plans for my future. I’ve seen, and heard, a ton of interesting things which has led to me needing this recent break. Without dwelling on how I’ve started to defend myself, finally, I’d rather focus on the…
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Introducing GPT-systems: My LLM Experiments
As part of getting back into the right head space, I needed to decide on decent side projects to keep myself busy with. After looking, and debating, I’m moving through the edX TinyML course at a steady pace, then I picked up the humble bundle…
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Experiment: Own Optical Character Recognition (OCR)
As my next idea for LLMs use, I decided to dabble with some OCR. Converting images to text in a speedy manner. Over the weekend I spent a little time experimenting with MiniCPM-Llama3-V-2_5-int4. The idea I have is to get details from my purchase slips,…
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Llama 3: Project Management, Design, and Planning
Two weeks ago, I started with the simple LLM training post, and then meta-llama released a new improved model, meta-llama-3-8B. At 16Gb it has a pace that is alright for my minimal hardware, it only takes a few minutes to answer questions. My goal became…
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Experiment: Train Own LLM, Step 1
While I’ve been experimenting with the LLMs through Hugging Face, I didn’t have a reason to start my own models. Everything changes regularly, so I haven’t yet found what fits my ideas well enough. That being said, I still haven’t decided what I will be…