mlx-esm
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MLX implementation of Meta's ESM-1 protein language model
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mlx-esm issues
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the key startwiths "_" will be filtered out of the trainable parameters by `valid_parameter_filter` in `mlx.nn.base.Module`. so the padding zeros will be frozen, which concatenated into _weight.