by yanz | Jun 29, 2026 | Weights

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📡 Hash Check: 7532125f9ea98dbbc585e4707c8063dc | 📅 Last Update: 2026-06-24
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| Parameters |
27 B |
| Precision |
NVFP4 (4‑bit) |
| Context Length |
8K tokens |
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by yanz | Jun 29, 2026 | Uncategorised
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by yanz | Jun 29, 2026 | Ekbet Live 189
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