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README.md

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+---
+license: apache-2.0
+language:
+- en
+- ko
+- ja
+---
+# Intermediate Checkpoints Release
+
+For the first time among Korean-targeted LLMs, we’re releasing **intermediate checkpoints** from the Tri family—**0.5B**, **1.9B**, and **7B**—to advance research on LLM training dynamics.
+
+Checkpoints are published **every 20,000 steps (≈40B tokens)**, and each step’s release is distinguished by its **branch name** so you can easily navigate between versions and analyze training progress at consistent intervals.
+
+You can grab the **Tri-7B** model here: [https://huggingface.co/trillionlabs/Tri-7B](https://huggingface.co/trillionlabs/Tri-7B?utm_source=chatgpt.com). 
+
+You can grab the **Tri-70B** preview model here: [https://huggingface.co/trillionlabs/Tri-70B-preview-SFT](https://huggingface.co/trillionlabs/Tri-70B-preview-SFT).
+
+We’re also sharing the **0.5B** and **1.9B** runs—originally produced for system bring-up but now available as valuable artifacts for analyzing training behavior at smaller scales.
+
+You can browse all intermediate checkpoints here:  
+- **Tri-0.5B** → [https://huggingface.co/trillionlabs/0.5B_250221_hf](https://huggingface.co/trillionlabs/0.5B_250221_hf)  
+- **Tri-1.9B** → [https://huggingface.co/trillionlabs/1.9B_250221_hf](https://huggingface.co/trillionlabs/1.9B_250221_hf)  
+- **Tri-7B** → [https://huggingface.co/trillionlabs/7B_250212_hf](https://huggingface.co/trillionlabs/7B_250212_hf) 
+- **Tri-70B(SFT Preview)** → [https://huggingface.co/trillionlabs/Tri-70B-intermediate-checkpoints](https://huggingface.co/trillionlabs/Tri-70B-intermediate-checkpoints)
+ 
+Dive into the full details—including training configuration and loss curves —on our [blog](BLOG LINK).