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@@ -136,9 +136,6 @@ Memory on a single ~275 GB GPU (146 GB weights):
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  - **4-bit RTN is lossy.** Chat/reasoning quality is well-preserved in our checks, but expect small
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  degradation vs the BF16 original, especially on exact-match/coding tasks.
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- - **`>262144` is extrapolation.** The base model was trained to 262,144; YaRN is applied at inference.
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- Dense retrieval is verified to **318K**; full dense-1M quality across depths is **not** exhaustively
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- validated here — evaluate for your use case.
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  - This is a **community derivative**, not affiliated with or endorsed by Tencent.
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  ## License
 
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  - **4-bit RTN is lossy.** Chat/reasoning quality is well-preserved in our checks, but expect small
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  degradation vs the BF16 original, especially on exact-match/coding tasks.
 
 
 
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  - This is a **community derivative**, not affiliated with or endorsed by Tencent.
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  ## License