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layerx-labs/AMALIA-9B-0626-DPO-GGUF

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face

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Model Card

AMALIA-9B-0626-DPO — GGUF

GGUF quantizations of amalia-llm/AMALIA-9B-0626-DPO for use with llama.cpp and compatible runtimes (LM Studio, Ollama, Jan, etc.).

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 and the technical report for full details.

Files

File	Quant	Size	Notes
`AMALIA-9B-0626-DPO-Q4_K_S.gguf`	Q4KS	~5.4 GB	4-bit small, quantized directly from bf16
`AMALIA-9B-0626-DPO-Q4_K_M.gguf`	Q4KM	~5.6 GB	4-bit medium, recommended balance of quality and size
`AMALIA-9B-0626-DPO-Q8_0.gguf`	Q8_0	~9.7 GB	8-bit, near-lossless
`AMALIA-9B-0626-DPO-BF16.gguf`	BF16	~18.3 GB	full-precision original weights in GGUF

Converted with convert_hf_to_gguf.py (llama.cpp b8470) from the original bf16 weights. BF16 and Q4KS come directly from the original weights; Q80 was converted directly from bf16 and Q4KM was requantized from that Q80 (Q8_0 is near-lossless relative to bf16). The chat template (ChatML with the AMALIA Portuguese system prompt) is embedded in the GGUF metadata.

Usage

bash

# llama.cpp CLI (chat template is picked up automatically)
llama-cli -hf layerx-labs/AMALIA-9B-0626-DPO-GGUF:Q4_K_M

# or with a local file
llama-cli -m AMALIA-9B-0626-DPO-Q4_K_M.gguf -cnv

# OpenAI-compatible server
llama-server -m AMALIA-9B-0626-DPO-Q4_K_M.gguf -c 8192

License

Apache 2.0, same as the original model. All credit for the model goes to the AMALIA project.