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README.md

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 # 🌊 Overflow-1T
 
-**Overflow-1T** is a next-generation, **1.03 Trillion parameter** Large Language Model built on a custom **1.5-bit Ternary ({-1, 0, 1}) architecture**. 
-
-By utilizing the **Overflow** architecture, this model achieves massive scale reasoning while remaining computationally efficient, designed specifically to run on consumer-grade hardware through advanced weight packing and specialized C++ inference kernels.
-
-## 🚀 Key Specifications
-* **Parameters:** 1,000,000,000,000 (1T)
-* **Precision:** 1.5-bit Ternary (packed 5-weights-per-byte)
-* **Architecture:** OverflowForCausalLM
-* **Layers:** 128
-* **Hidden Size:** 16,384
-* **Attention:** Grouped Query Attention (GQA) with 16 KV heads
-* **Format:** `.safetensors`
-
-
-
-## 🛠 Project Status: Initial Sharding
-We are currently in the process of sharding the 1.5-bit weights to the Hugging Face Hub. 
-- **Progress:** Shard 2 of 10 currently uploading.
-- **Estimated Completion:** March 2026.
-
-## 🧠 Why 1.5-bit?
-Unlike standard 1-bit models, Overflow-1T utilizes a **0-state** (Neutral weight). This allows the model to effectively "silence" noise across its 1T parameter space, leading to significantly higher stability in Chain-of-Thought (CoT) reasoning and logic tasks compared to binary 1-bit models.
-
----
-**Created by CooLLaMACEO**
+### Discontinued (Maybe later will continue or upload on a different account I am working on the model.)