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Add TPU support for OPT-350M

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The 350M model seems to have a different structure than the other ones ???
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Gnome Ann
2022-05-12 22:21:15 -04:00
parent dfa2aa7314
commit 4fa5f1cd6a
3 changed files with 9 additions and 6 deletions
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5
maps/opt.json
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@@ -3,13 +3,16 @@
"mtj_pe": "fixed",
"mtj_config_map": {
"do_layer_norm_before": ["do_layer_norm_before", true],
"d_embed": "word_embed_proj_dim",
"d_model": "hidden_size",
"n_heads": "num_attention_heads",
"layers": "num_hidden_layers"
},
"static_weights": {
"decoder.embed_tokens.weight": {"mtj": {"module": "embedding_shard/~/linear", "param": "w", "transforms": ["no_transpose", "vocab_pad"]}},
"decoder.embed_positions.weight": {"mtj": {"module": "embedding_shard", "param": "pos_embs", "transforms": ["no_transpose", "remove_first_two_rows"]}}
"decoder.project_in.weight": {"mtj": {"module": "embedding_shard", "param": "project_in"}},
"decoder.embed_positions.weight": {"mtj": {"module": "embedding_shard", "param": "pos_embs", "transforms": ["no_transpose", "remove_first_two_rows"]}},
"decoder.project_out.weight": {"mtj": {"module": "projection_shard", "param": "project_out"}}
},
"layer_weights": {
"decoder.layers.{layer}.self_attn.q_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear", "param": "w"}},