52 lines
2.1 KiB
Markdown
52 lines
2.1 KiB
Markdown
---
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license: apache-2.0
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language:
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- pt
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base_model:
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- amalia-llm/AMALIA-9B-0626-DPO
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base_model_relation: quantized
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pipeline_tag: text-generation
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library_name: llama.cpp
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tags:
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- gguf
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- llama.cpp
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- quantized
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- portuguese
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- european-portuguese
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- amalia
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---
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# AMALIA-9B-0626-DPO — GGUF
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GGUF quantizations of [amalia-llm/AMALIA-9B-0626-DPO](https://huggingface.co/amalia-llm/AMALIA-9B-0626-DPO) for use with [llama.cpp](https://github.com/ggml-org/llama.cpp) and compatible runtimes (LM Studio, Ollama, Jan, etc.).
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AMALIA is an open-source language model targeting European Portuguese, developed by a consortium of Portuguese universities and research centres and funded by the Government of Portugal. This is the DPO (preference-tuned) variant. See the [original model card](https://huggingface.co/amalia-llm/AMALIA-9B-0626-DPO) and the [technical report](https://arxiv.org/abs/2603.26511) for full details.
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## Files
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| File | Quant | Size | Notes |
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| --- | --- | --- | --- |
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| `AMALIA-9B-0626-DPO-Q4_K_S.gguf` | Q4_K_S | ~5.4 GB | 4-bit small, quantized directly from bf16 |
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| `AMALIA-9B-0626-DPO-Q4_K_M.gguf` | Q4_K_M | ~5.6 GB | 4-bit medium, recommended balance of quality and size |
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| `AMALIA-9B-0626-DPO-Q8_0.gguf` | Q8_0 | ~9.7 GB | 8-bit, near-lossless |
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| `AMALIA-9B-0626-DPO-BF16.gguf` | BF16 | ~18.3 GB | full-precision original weights in GGUF |
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Converted with `convert_hf_to_gguf.py` (llama.cpp b8470) from the original bf16 weights. BF16 and Q4_K_S come directly from the original weights; Q8_0 was converted directly from bf16 and Q4_K_M was requantized from that Q8_0 (Q8_0 is near-lossless relative to bf16). The chat template (ChatML with the AMALIA Portuguese system prompt) is embedded in the GGUF metadata.
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## Usage
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```bash
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# llama.cpp CLI (chat template is picked up automatically)
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llama-cli -hf layerx-labs/AMALIA-9B-0626-DPO-GGUF:Q4_K_M
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# or with a local file
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llama-cli -m AMALIA-9B-0626-DPO-Q4_K_M.gguf -cnv
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# OpenAI-compatible server
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llama-server -m AMALIA-9B-0626-DPO-Q4_K_M.gguf -c 8192
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```
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## License
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Apache 2.0, same as the original model. All credit for the model goes to the [AMALIA project](https://amaliallm.pt/).
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