| models: | |
| - model: bigcode/starcoder2-3b | |
| # no parameters necessary for base model | |
| - model: TechxGenus/starcoder2-3b-instruct # follow user intent | |
| parameters: | |
| density: | |
| - filter: mlp.down_proj.4 # specifically targets the 5th layer | |
| value: 0 # assign value of 0 for the 5th layer of down_proj | |
| - value: 1 | |
| weight: | |
| - filter: mlp.down_proj | |
| value: [0.3, 0.25, 0.25, 0.15, 0.1] | |
| - filter: mlp.gate_proj | |
| value: [0.7, 0.25, 0.5, 0.45, 0.4] | |
| - filter: mlp.up_proj | |
| value: [0.7, 0.25, 0.5, 0.45, 0.4] | |
| - filter: self_attn | |
| value: [0.7, 0.25, 0.5, 0.45, 0.4] | |
| - value: 1 # fallback for rest of tensors. | |
| tokenizer_source: union | |
| merge_method: dare_ties | |
| base_model: bigcode/starcoder2-3b | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |