L quants (or more), for fun/testing, probably prefer bartowski or mradermacher's quants if available

Q2_K_L, Q4_K_L, Q5_K_L, Q6_K_L, are using Q_8 output tensors and token embeddings. imatrix is done using bartowski's imatrix dataset

GGUF

Model size

12.2B params

Architecture

llama

4-bit

6-bit

Inference Examples

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MN-LooseCannon-12B-v2-GGUF