33 lines
2.3 KiB
JSON
33 lines
2.3 KiB
JSON
{
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"mtj_compat": "neo",
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"mtj_pe": "fixed",
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"mtj_config_map": {
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"d_model": "hidden_size",
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"n_heads": "num_heads",
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"layers": "num_layers"
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},
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"static_weights": {
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"transformer.wte.weight": {"mtj": {"module": "embedding_shard/~/linear", "param": "w", "transforms": ["no_transpose", "vocab_pad"]}},
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"transformer.wpe.weight": {"mtj": {"module": "embedding_shard", "param": "pos_embs", "transforms": ["no_transpose"]}},
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"transformer.ln_f.weight": {"mtj": {"module": "projection_shard/~/replicated_layer_norm", "param": "scale"}},
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"transformer.ln_f.bias": {"mtj": {"module": "projection_shard/~/replicated_layer_norm", "param": "offset"}}
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},
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"layer_weights": {
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"transformer.h.{layer}.attn.attention.bias": {},
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"transformer.h.{layer}.attn.attention.masked_bias": {},
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"transformer.h.{layer}.attn.attention.q_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear", "param": "w"}},
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"transformer.h.{layer}.attn.attention.v_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_1", "param": "w"}},
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"transformer.h.{layer}.attn.attention.k_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_2", "param": "w"}},
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"transformer.h.{layer}.attn.attention.out_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_3", "param": "w"}},
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"transformer.h.{layer}.attn.attention.out_proj.bias": {"mtj": {"module": "layer_{layer}/~/linear_3", "param": "b", "transforms": ["divide_by_shards"]}},
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"transformer.h.{layer}.mlp.c_fc.weight": {"mtj": {"module": "layer_{layer}/~/linear_4", "param": "w"}},
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"transformer.h.{layer}.mlp.c_fc.bias": {"mtj": {"module": "layer_{layer}/~/linear_4", "param": "b"}},
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"transformer.h.{layer}.mlp.c_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_5", "param": "w"}},
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"transformer.h.{layer}.mlp.c_proj.bias": {"mtj": {"module": "layer_{layer}/~/linear_5", "param": "b", "transforms": ["divide_by_shards"]}},
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"transformer.h.{layer}.ln_1.weight": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm", "param": "scale"}},
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"transformer.h.{layer}.ln_1.bias": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm", "param": "offset"}},
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"transformer.h.{layer}.ln_2.weight": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm_1", "param": "scale"}},
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"transformer.h.{layer}.ln_2.bias": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm_1", "param": "offset"}}
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}
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}
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