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Model: North-ML1/Forge-1-GGUF
Source: Original Platform

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+forge-1-f16.gguf filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+license: other
+library_name: llama.cpp
+tags:
+- gguf
+- llama.cpp
+- text-generation
+- forge-1
+base_model: North-ML1/Forge-1
+---
+![forge random image for style, idk why just why not](3.png)
+
+# Forge-1 GGUF
+
+GGUF exports for [`North-ML1/Forge-1`](https://huggingface.co/North-ML1/Forge-1).
+
+Files:
+
+- `forge-1-f16.gguf` - F16 GGUF export.
+- `forge-1-q4_k_m.gguf` - Q4_K_M quantized GGUF for practical local inference.
+
+Source model: `North-ML1/Forge-1`, moved from `North-ML1/Forge-1-Base`.
+
+Conversion notes:
+
+- Converted with `llama.cpp` from the Hugging Face safetensors export.
+- The model uses a locally trained ByteLevel BPE tokenizer. Current `llama.cpp` did not recognize its tokenizer hash, so the converter was patched to mark this ByteLevel BPE tokenizer as `gpt-2` pre-tokenization.
+- A smoke test with `llama-cli` loaded `forge-1-q4_k_m.gguf` and answered `2 + 2 = 4`.
+
+Example:
+
+```bash
+llama-cli -m forge-1-q4_k_m.gguf -p '<|im_start|>user\nWhat is 2 + 2?<|im_end|>\n<|im_start|>assistant\n' -n 32 --temp 0
+```
+
+SHA256:
+
+```text
+56b5f16b11e742e82874f11f5db20bc9be497793626989a5ed4000108773a87c  forge-1-f16.gguf
+2272f246381687462abac21a8f9b8cda1d891fa0cdba22d45c16f77c7527c51c  forge-1-q4_k_m.gguf
+```
+
+## Prompt Format
+
+Forge-1 is ChatML-tuned. Use a ChatML prompt, for example:
+
+```text
+<|im_start|>user
+What is 2 + 2?<|im_end|>
+<|im_start|>assistant
+```
+
+Plain completion prompts are not reliable for this checkpoint. If your UI has a chat-template selector, choose ChatML.

forge-1-f16.gguf

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forge-1-q4_k_m.gguf

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