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Ornith 1.0 Beats Claude Opus 4.7 — and It's Free #aimodel #coding transcript
DIY Smart Code · @DIYSmartCode
Published June 28, 20262:13159K views
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billion size, it scores 69.4 on SweetBench verified and matches Gemma 4 at 31 billion. That one runs on your laptop. The big model proves the method. The small one ships to you, and every size is MIT licensed. Commercial use,
Said at 1:42
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SweetBench verified and matches Gemma 4 at 31 billion. That one runs on your laptop. The big model proves the method. The small one ships to you, and every size is MIT licensed. Commercial use, fine-tuning, all of it. No strings
Said at 1:45
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at 31 billion. That one runs on your laptop. The big model proves the method. The small one ships to you, and every size is MIT licensed. Commercial use, fine-tuning, all of it. No strings attached. Pull it from ollama.com/library/ornith.
Said at 1:47
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Transcript analysisComputed from the caption text
Words
348
Runtime
2:13
Speaking pace
157wpm
Reading time
1min
157 words per minute, below the 160 25th percentile of 349 measured videos. That distribution comes from the 349-video hook study.
Opening (first 30 seconds)
An open source model just matched Claude Opus on coding. And you can download it tonight. It's called Open Earth. And the team says it taught itself how to code. One command pulls it. Ollama run Open Earth. The 9 billion size is 5 GB. Small enough for a laptop. No API key. No rate limit. The weights are yours. Here's the part that turned heads. The flagship Open Earth scores 77.5 on Terminal Bench and 82.4 on SweetBench
79 words, the words spoken in the first 30 seconds at 157 words per minute.
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Sentence shape
| Measure | This transcript |
|---|---|
| Sentences | 44 |
| Average words per sentence | 7.9 |
| Longest sentence | 26 words |
| Questions asked | 2 |
| Sentences containing a number | 8 |
Most used terms
- open10
- model9
- billion8
- claude5
- earth4
- open earth4
- size4
- open model3
- runs3
- sweetbench3
- answer2
- billion size2
Filler phrases
1 in total: like 1.
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What this transcript is
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Transcript
An open source model just matched Claude Opus on coding. And you can download it tonight. It's called Open Earth. And the team says it taught itself how to code. One command pulls it. Ollama run Open Earth. The 9 billion size is 5 GB. Small enough for a laptop. No API key. No rate limit. The weights are yours. Here's the part that turned heads. The flagship Open Earth scores 77.5 on Terminal Bench and 82.4 on SweetBench verified.
Claude Opus 4.7 70.3 and 80.8. An open model sitting ahead on both. And it's not just two cherry-picked benchmarks. 78.9 on multilingual SweetBench. 77 on Claude Eval. It clears the leading open models its size like MiniMax and DeepSeek across the board. It ships in four sizes. 9 billion, 31 billion, a 35 billion mixture of experts, and a 397 billion flagship. Same training recipe top to bottom. So, how does an open model catch Claude?
Most training uses a human-written harness to steer the model. Open Earth throws that out. Each step, it writes its own scaffold, then solves the task, and the reward trains both. The orchestration that finds the answer, the model learns that, too. Now, letting a model write its own scaffold is dangerous. It can cheat. Read the test file, hardcode the answer, fake the pass. So, the team locks the environment, runs a monitor that zeros out any trajectory that peeks where it shouldn't, and adds a frozen judge on top.
Self-improvement without the reward hacking. Now, the honest part. That 397 billion model runs on data center hardware, not your machine. But, the 9 billion size, it scores 69.4 on SweetBench verified and matches Gemma 4 at 31 billion. That one runs on your laptop. The big model proves the method. The small one ships to you, and every size is MIT licensed. Commercial use, fine-tuning, all of it. No strings attached. Pull it from ollama.com/library/ornith.
Open weights now trade blows with Claude. So, would you switch your daily driver to an open model or stay closed? Tell me below.
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