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Merged
merged 1 commit into from
Oct 11, 2024
Merged

support llama3.1 llama3.2 & transformers 4.45.2 version & fix two dev… #120

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5 changes: 3 additions & 2 deletions llmc/models/falcon.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,15 +13,16 @@ def find_blocks(self):

def find_embed_layers(self):
self.word_embeddings = self.model.transformer.word_embeddings
self.rotary_emb = self.model.model.rotary_emb

def find_block_name(self):
self.block_name_prefix = 'model.transformer.h'

def get_embed_layers(self):
return [self.word_embeddings]
return [self.word_embeddings, self.rotary_emb]

def get_layers_except_blocks(self):
return [self.word_embeddings, self.model.transformer.ln_f]
return [self.word_embeddings, self.rotary_emb, self.model.transformer.ln_f]

def has_bias(self):
return False
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5 changes: 3 additions & 2 deletions llmc/models/llama.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,13 +13,14 @@ def find_blocks(self):

def find_embed_layers(self):
self.embed_tokens = self.model.model.embed_tokens
self.rotary_emb = self.model.model.rotary_emb

def find_block_name(self):
self.block_name_prefix = 'model.layers'
self.pairs = {'q_proj': 'qkv', 'o_proj': 'out', 'up_proj': 'fc1'}

def get_embed_layers(self):
return [self.embed_tokens]
return [self.embed_tokens, self.rotary_emb]

def get_head_layers(self):
return [self.model.lm_head]
Expand All @@ -28,7 +29,7 @@ def get_pre_head_layernorm_layers(self):
return [self.model.model.norm]

def get_layers_except_blocks(self):
return [self.embed_tokens, self.model.model.norm, self.model.lm_head]
return [self.embed_tokens, self.rotary_emb, self.model.model.norm, self.model.lm_head] # noqa

def skip_layer_name(self):
return ['lm_head']
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5 changes: 3 additions & 2 deletions llmc/models/phi.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,13 +13,14 @@ def find_blocks(self):

def find_embed_layers(self):
self.embed_tokens = self.model.model.embed_tokens
self.rotary_emb = self.model.model.rotary_emb

def find_block_name(self):
self.block_name_prefix = 'model.layers'
self.pairs = {'q_proj': 'qkv', 'o_proj': 'out', 'up_proj': 'fc1'}

def get_embed_layers(self):
return [self.embed_tokens]
return [self.embed_tokens, self.rotary_emb]

def get_head_layers(self):
return [self.model.lm_head]
Expand All @@ -28,7 +29,7 @@ def get_pre_head_layernorm_layers(self):
return [self.model.model.final_layernorm]

def get_layers_except_blocks(self):
return [self.embed_tokens, self.model.model.final_layernorm, self.model.lm_head]
return [self.embed_tokens, self.rotary_emb, self.model.model.final_layernorm, self.model.lm_head] # noqa

def skip_layer_name(self):
return ['lm_head']
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5 changes: 3 additions & 2 deletions llmc/models/qwen2.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,13 +13,14 @@ def find_blocks(self):

def find_embed_layers(self):
self.embed_tokens = self.model.model.embed_tokens
self.rotary_emb = self.model.model.rotary_emb

def find_block_name(self):
self.block_name_prefix = 'model.layers'
self.pairs = {'q_proj': 'qkv', 'o_proj': 'out', 'up_proj': 'fc1'}

def get_embed_layers(self):
return [self.embed_tokens]
return [self.embed_tokens, self.rotary_emb]

def get_head_layers(self):
return [self.model.lm_head]
Expand All @@ -28,7 +29,7 @@ def get_pre_head_layernorm_layers(self):
return [self.model.model.norm]

def get_layers_except_blocks(self):
return [self.embed_tokens, self.model.model.norm, self.model.lm_head]
return [self.embed_tokens, self.rotary_emb, self.model.model.norm, self.model.lm_head] # noqa

def skip_layer_name(self):
return ['lm_head']
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5 changes: 3 additions & 2 deletions llmc/models/stablelm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,7 @@ def __init__(self, model_path, torch_dtype, device_map=None, use_cache=False):

def find_blocks(self):
self.blocks = self.model.model.layers
self.rotary_emb = self.model.model.rotary_emb

def find_embed_layers(self):
self.embed_tokens = self.model.model.embed_tokens
Expand All @@ -19,7 +20,7 @@ def find_block_name(self):
self.pairs = {'q_proj': 'qkv', 'o_proj': 'out', 'up_proj': 'fc1'}

def get_embed_layers(self):
return [self.embed_tokens]
return [self.embed_tokens, self.rotary_emb]

def get_head_layers(self):
return [self.model.lm_head]
Expand All @@ -28,7 +29,7 @@ def get_pre_head_layernorm_layers(self):
return [self.model.model.norm]

def get_layers_except_blocks(self):
return [self.embed_tokens, self.model.model.norm, self.model.lm_head]
return [self.embed_tokens, self.rotary_emb, self.model.model.norm, self.model.lm_head] # noqa

def skip_layer_name(self):
return ['lm_head']
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2 changes: 1 addition & 1 deletion requirements/runtime.txt
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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
torch>=2.1.0
pillow
loguru
transformers>=4.41.2
transformers==4.45.2
huggingface-hub
sentencepiece
protobuf
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