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chore(lora): support mixtral in lora example (#343)

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This commit is contained in:
Anchen
2024-01-20 06:07:45 -08:00
committed by GitHub
parent 527cea4027
commit 1415595409
6 changed files with 279 additions and 4 deletions
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4
lora/lora.py
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@@ -315,6 +315,8 @@ if __name__ == "__main__":
for l in model.model.layers[len(model.model.layers) - args.lora_layers :]:
l.self_attn.q_proj = LoRALinear.from_linear(l.self_attn.q_proj)
l.self_attn.v_proj = LoRALinear.from_linear(l.self_attn.v_proj)
if hasattr(l, "block_sparse_moe"):
l.block_sparse_moe.gate = LoRALinear.from_linear(l.block_sparse_moe.gate)
p = sum(v.size for _, v in tree_flatten(model.parameters())) / 10**6
print(f"Total parameters {p:.3f}M")
@@ -349,7 +351,7 @@ if __name__ == "__main__":
if args.test:
print("Testing")
model.eval()
test_loss = evaluate(
model,
test_set,