Skip to content

Add Gate-Up Projection Bias to Quantized Model #1016

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
Baiju Meswani (baijumeswani) merged 1 commit into from
Oct 28, 2024
Merged

Add Gate-Up Projection Bias to Quantized Model #1016

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 5 additions & 0 deletions src/python/py/models/quantized_model.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -317,6 +317,11 @@ def __init__(self, quant_type, input_path, bits, group_size, q_size, kv_size, in
# model.layers.layer_id.mlp.dense_h_to_4h.g_idx
module.mlp.gate_proj.g_idx = tensor
module.mlp.up_proj.g_idx = tensor
elif bool(re.match(r"^model.layers\.\d+\.mlp.(gate_up_proj|dense_h_to_4h)\.bias$", name)):
# model.layers.layer_id.mlp.gate_up_proj.bias
# model.layers.layer_id.mlp.dense_h_to_4h.bias
module.mlp.gate_proj.bias = tensor[: intermediate_size]
module.mlp.down_proj.bias = tensor[intermediate_size: ]
else:
raise NotImplementedError(f"{name} in your quantized model is not recognized.")

Expand Down