.

app.py

@@ -7,6 +7,7 @@ import glob
 import gradio as gr
 
 from gradio_helper import *
+from load_checkpoint import *
 
 AUDIO_EXAMPLES = glob.glob('/content/examples/*.*', recursive=True)
 YOUTUBE_EXAMPLES = ["https://www.youtube.com/watch?v=vMboypSkj3c"]

load_checkpoint.py

@@ -0,0 +1,33 @@
+# @title Load Checkpoint
+model_name = 'YPTF.MoE+Multi (noPS)' # @param ["YMT3+", "YPTF+Single (noPS)", "YPTF+Multi (PS)", "YPTF.MoE+Multi (noPS)", "YPTF.MoE+Multi (PS)"]
+precision = '16' # @param ["32", "bf16-mixed", "16"]
+project = '2024'
+
+if model_name == "YMT3+":
+    checkpoint = "[email protected]"
+    args = [checkpoint, '-p', project, '-pr', precision]
+elif model_name == "YPTF+Single (noPS)":
+    checkpoint = "ptf_all_cross_rebal5_mirst_xk2_edr005_attend_c_full_plus_b100@model.ckpt"
+    args = [checkpoint, '-p', project, '-enc', 'perceiver-tf', '-ac', 'spec',
+            '-hop', '300', '-atc', '1', '-pr', precision]
+elif model_name == "YPTF+Multi (PS)":
+    checkpoint = "mc13_256_g4_all_v7_mt3f_sqr_rms_moe_wf4_n8k2_silu_rope_rp_b80_ps2@model.ckpt"
+    args = [checkpoint, '-p', project, '-tk', 'mc13_full_plus_256',
+            '-dec', 'multi-t5', '-nl', '26', '-enc', 'perceiver-tf',
+            '-ac', 'spec', '-hop', '300', '-atc', '1', '-pr', precision]
+elif model_name == "YPTF.MoE+Multi (noPS)":
+    checkpoint = "mc13_256_g4_all_v7_mt3f_sqr_rms_moe_wf4_n8k2_silu_rope_rp_b36_nops@last.ckpt"
+    args = [checkpoint, '-p', project, '-tk', 'mc13_full_plus_256', '-dec', 'multi-t5',
+            '-nl', '26', '-enc', 'perceiver-tf', '-sqr', '1', '-ff', 'moe',
+            '-wf', '4', '-nmoe', '8', '-kmoe', '2', '-act', 'silu', '-epe', 'rope',
+            '-rp', '1', '-ac', 'spec', '-hop', '300', '-atc', '1', '-pr', precision]
+elif model_name == "YPTF.MoE+Multi (PS)":
+    checkpoint = "mc13_256_g4_all_v7_mt3f_sqr_rms_moe_wf4_n8k2_silu_rope_rp_b80_ps2@model.ckpt"
+    args = [checkpoint, '-p', project, '-tk', 'mc13_full_plus_256', '-dec', 'multi-t5',
+            '-nl', '26', '-enc', 'perceiver-tf', '-sqr', '1', '-ff', 'moe',
+            '-wf', '4', '-nmoe', '8', '-kmoe', '2', '-act', 'silu', '-epe', 'rope',
+            '-rp', '1', '-ac', 'spec', '-hop', '300', '-atc', '1', '-pr', precision]
+else:
+    raise ValueError(model_name)
+
+model = load_model_checkpoint(args=args)