convert : fix conversion for llama 4 (#13567)
This commit is contained in:
Xuan-Son Nguyen
GitHub
parent
02cdd2d8b0
commit
c531edfa34
2 changed files with 33 additions and 30 deletions
|
|
@ -68,7 +68,7 @@ class TensorNameMap:
|
|||
"output_layer", # chatglm
|
||||
"head", # rwkv
|
||||
"head.out", # wavtokenizer
|
||||
"language_model.lm_head", # llama4
|
||||
"lm_head", # llama4
|
||||
),
|
||||
|
||||
# Output norm
|
||||
|
|
@ -91,7 +91,7 @@ class TensorNameMap:
|
|||
"rwkv.ln_out", # rwkv6
|
||||
"model.ln_out", # rwkv7
|
||||
"backbone.final_layer_norm", # wavtokenizer
|
||||
"language_model.model.norm", # llama4
|
||||
"model.norm", # llama4
|
||||
),
|
||||
|
||||
# Rope frequencies
|
||||
|
|
@ -133,7 +133,7 @@ class TensorNameMap:
|
|||
"transformer.layers.{bid}.attn_norm", # openelm
|
||||
"rwkv.blocks.{bid}.ln1", # rwkv6
|
||||
"model.layers.{bid}.ln1", # rwkv7
|
||||
"language_model.model.layers.{bid}.input_layernorm", # llama4
|
||||
"model.layers.{bid}.input_layernorm", # llama4
|
||||
),
|
||||
|
||||
# Attention norm 2
|
||||
|
|
@ -173,7 +173,7 @@ class TensorNameMap:
|
|||
"model.layers.{bid}.attention.wq", # internlm2
|
||||
"transformer.decoder_layer.{bid}.multi_head_attention.query",# Grok
|
||||
"transformer.h.{bid}.attn.attention.q_proj", # exaone
|
||||
"language_model.model.layers.{bid}.self_attn.q_proj", # llama4
|
||||
"model.layers.{bid}.self_attn.q_proj", # llama4
|
||||
),
|
||||
|
||||
# Attention key
|
||||
|
|
@ -188,7 +188,7 @@ class TensorNameMap:
|
|||
"model.layers.{bid}.attention.wk", # internlm2
|
||||
"transformer.decoder_layer.{bid}.multi_head_attention.key",# Grok
|
||||
"transformer.h.{bid}.attn.attention.k_proj", # exaone
|
||||
"language_model.model.layers.{bid}.self_attn.k_proj", # llama4
|
||||
"model.layers.{bid}.self_attn.k_proj", # llama4
|
||||
),
|
||||
|
||||
# Attention value
|
||||
|
|
@ -202,7 +202,7 @@ class TensorNameMap:
|
|||
"model.layers.{bid}.attention.wv", # internlm2
|
||||
"transformer.decoder_layer.{bid}.multi_head_attention.value",# Grok
|
||||
"transformer.h.{bid}.attn.attention.v_proj", # exaone
|
||||
"language_model.model.layers.{bid}.self_attn.v_proj", # llama4
|
||||
"model.layers.{bid}.self_attn.v_proj", # llama4
|
||||
),
|
||||
|
||||
# Attention output
|
||||
|
|
@ -229,7 +229,7 @@ class TensorNameMap:
|
|||
"encoder.layers.{bid}.self_attention.dense", # chatglm
|
||||
"transformer.layers.{bid}.attn.out_proj", # openelm
|
||||
"transformer.h.{bid}.attn.attention.out_proj", # exaone
|
||||
"language_model.model.layers.{bid}.self_attn.o_proj", # llama4
|
||||
"model.layers.{bid}.self_attn.o_proj", # llama4
|
||||
),
|
||||
|
||||
# Attention output norm
|
||||
|
|
@ -268,7 +268,7 @@ class TensorNameMap:
|
|||
"transformer.decoder_layer.{bid}.rms_norm_2", # Grok
|
||||
"encoder.layers.{bid}.post_attention_layernorm", # chatglm
|
||||
"transformer.layers.{bid}.ffn_norm", # openelm
|
||||
"language_model.model.layers.{bid}.post_attention_layernorm", # llama4
|
||||
"model.layers.{bid}.post_attention_layernorm", # llama4
|
||||
),
|
||||
|
||||
# Post feed-forward norm
|
||||
|
|
@ -289,7 +289,7 @@ class TensorNameMap:
|
|||
"transformer.decoder_layer.{bid}.router", # Grok
|
||||
"transformer.blocks.{bid}.ffn.router.layer", # dbrx
|
||||
"model.layers.{bid}.block_sparse_moe.router.layer", # granitemoe
|
||||
"language_model.model.layers.{bid}.feed_forward.router", # llama4
|
||||
"model.layers.{bid}.feed_forward.router", # llama4
|
||||
"encoder.layers.{bid}.mlp.router.layer", # nomic-bert-moe
|
||||
),
|
||||
|
||||
|
|
@ -329,7 +329,7 @@ class TensorNameMap:
|
|||
"model.layers.{bid}.residual_mlp.w3", # arctic
|
||||
"encoder.layers.{bid}.mlp.dense_h_to_4h", # chatglm
|
||||
"transformer.h.{bid}.mlp.c_fc_1", # exaone
|
||||
"language_model.model.layers.{bid}.feed_forward.up_proj", # llama4
|
||||
"model.layers.{bid}.feed_forward.up_proj", # llama4
|
||||
),
|
||||
|
||||
MODEL_TENSOR.FFN_UP_EXP: (
|
||||
|
|
@ -338,14 +338,14 @@ class TensorNameMap:
|
|||
"transformer.blocks.{bid}.ffn.experts.mlp.v1", # dbrx
|
||||
"model.layers.{bid}.mlp.experts.up_proj", # qwen2moe olmoe (merged)
|
||||
"model.layers.{bid}.block_sparse_moe.experts.w3", # phimoe (merged)
|
||||
"language_model.model.layers.{bid}.feed_forward.experts.up_proj", # llama4
|
||||
"model.layers.{bid}.feed_forward.experts.up_proj", # llama4
|
||||
"encoder.layers.{bid}.mlp.experts.mlp.w1", # nomic-bert-moe
|
||||
),
|
||||
|
||||
MODEL_TENSOR.FFN_UP_SHEXP: (
|
||||
"model.layers.{bid}.mlp.shared_expert.up_proj", # qwen2moe
|
||||
"model.layers.{bid}.mlp.shared_experts.up_proj", # deepseek deepseek2
|
||||
"language_model.model.layers.{bid}.feed_forward.shared_expert.up_proj", # llama4
|
||||
"model.layers.{bid}.mlp.shared_expert.up_proj", # qwen2moe
|
||||
"model.layers.{bid}.mlp.shared_experts.up_proj", # deepseek deepseek2
|
||||
"model.layers.{bid}.feed_forward.shared_expert.up_proj", # llama4
|
||||
),
|
||||
|
||||
# AWQ-activation gate
|
||||
|
|
@ -366,22 +366,22 @@ class TensorNameMap:
|
|||
"transformer.h.{bid}.mlp.linear_1", # refact
|
||||
"model.layers.{bid}.residual_mlp.w1", # arctic
|
||||
"transformer.h.{bid}.mlp.c_fc_0", # exaone
|
||||
"language_model.model.layers.{bid}.feed_forward.gate_proj", # llama4
|
||||
"model.layers.{bid}.feed_forward.gate_proj", # llama4
|
||||
),
|
||||
|
||||
MODEL_TENSOR.FFN_GATE_EXP: (
|
||||
"layers.{bid}.feed_forward.experts.w1", # mixtral (merged)
|
||||
"transformer.decoder_layer.{bid}.moe.linear", # Grok (merged)
|
||||
"transformer.blocks.{bid}.ffn.experts.mlp.w1", # dbrx
|
||||
"model.layers.{bid}.mlp.experts.gate_proj", # qwen2moe olmoe (merged)
|
||||
"model.layers.{bid}.block_sparse_moe.experts.w1", # phimoe (merged)
|
||||
"language_model.model.layers.{bid}.feed_forward.experts.gate_proj", # llama4
|
||||
"layers.{bid}.feed_forward.experts.w1", # mixtral (merged)
|
||||
"transformer.decoder_layer.{bid}.moe.linear", # Grok (merged)
|
||||
"transformer.blocks.{bid}.ffn.experts.mlp.w1", # dbrx
|
||||
"model.layers.{bid}.mlp.experts.gate_proj", # qwen2moe olmoe (merged)
|
||||
"model.layers.{bid}.block_sparse_moe.experts.w1", # phimoe (merged)
|
||||
"model.layers.{bid}.feed_forward.experts.gate_proj", # llama4
|
||||
),
|
||||
|
||||
MODEL_TENSOR.FFN_GATE_SHEXP: (
|
||||
"model.layers.{bid}.mlp.shared_expert.gate_proj", # qwen2moe
|
||||
"model.layers.{bid}.mlp.shared_experts.gate_proj", # deepseek deepseek2
|
||||
"language_model.model.layers.{bid}.feed_forward.shared_expert.gate_proj", # llama4
|
||||
"model.layers.{bid}.mlp.shared_expert.gate_proj", # qwen2moe
|
||||
"model.layers.{bid}.mlp.shared_experts.gate_proj", # deepseek deepseek2
|
||||
"model.layers.{bid}.feed_forward.shared_expert.gate_proj", # llama4
|
||||
),
|
||||
|
||||
# Feed-forward down
|
||||
|
|
@ -410,7 +410,7 @@ class TensorNameMap:
|
|||
"encoder.layer.{bid}.mlp.down_layer", # jina-bert-v2
|
||||
"encoder.layers.{bid}.mlp.dense_4h_to_h", # chatglm
|
||||
"model.layers.h.{bid}.mlp.c_proj", # exaone
|
||||
"language_model.model.layers.{bid}.feed_forward.down_proj", # llama4
|
||||
"model.layers.{bid}.feed_forward.down_proj", # llama4
|
||||
),
|
||||
|
||||
MODEL_TENSOR.FFN_DOWN_EXP: (
|
||||
|
|
@ -420,15 +420,15 @@ class TensorNameMap:
|
|||
"model.layers.{bid}.mlp.experts.down_proj", # qwen2moe olmoe (merged)
|
||||
"model.layers.{bid}.block_sparse_moe.output_linear", # granitemoe
|
||||
"model.layers.{bid}.block_sparse_moe.experts.w2", # phimoe (merged)
|
||||
"language_model.model.layers.{bid}.feed_forward.experts.down_proj", # llama4
|
||||
"model.layers.{bid}.feed_forward.experts.down_proj", # llama4
|
||||
"encoder.layers.{bid}.mlp.experts.mlp.w2", # nomic-bert-moe
|
||||
),
|
||||
|
||||
MODEL_TENSOR.FFN_DOWN_SHEXP: (
|
||||
"model.layers.{bid}.mlp.shared_expert.down_proj", # qwen2moe
|
||||
"model.layers.{bid}.mlp.shared_experts.down_proj", # deepseek deepseek2
|
||||
"language_model.model.layers.{bid}.feed_forward.shared_expert.down_proj", # llama4
|
||||
"model.layers.{bid}.shared_mlp.output_linear", # granitemoe
|
||||
"model.layers.{bid}.mlp.shared_expert.down_proj", # qwen2moe
|
||||
"model.layers.{bid}.mlp.shared_experts.down_proj", # deepseek deepseek2
|
||||
"model.layers.{bid}.feed_forward.shared_expert.down_proj", # llama4
|
||||
"model.layers.{bid}.shared_mlp.output_linear", # granitemoe
|
||||
),
|
||||
|
||||
MODEL_TENSOR.ATTN_Q_NORM: (
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue