diff options
Diffstat (limited to 'gguf-py')
| -rw-r--r-- | gguf-py/gguf/constants.py | 13 | ||||
| -rw-r--r-- | gguf-py/gguf/tensor_mapping.py | 8 |
2 files changed, 21 insertions, 0 deletions
diff --git a/gguf-py/gguf/constants.py b/gguf-py/gguf/constants.py index 12133882..390dca04 100644 --- a/gguf-py/gguf/constants.py +++ b/gguf-py/gguf/constants.py @@ -95,6 +95,7 @@ class MODEL_ARCH(IntEnum): BLOOM = auto() STABLELM = auto() QWEN = auto() + PHI2 = auto() class MODEL_TENSOR(IntEnum): @@ -140,6 +141,7 @@ MODEL_ARCH_NAMES: dict[MODEL_ARCH, str] = { MODEL_ARCH.BLOOM: "bloom", MODEL_ARCH.STABLELM: "stablelm", MODEL_ARCH.QWEN: "qwen", + MODEL_ARCH.PHI2: "phi2", } TENSOR_NAMES: dict[MODEL_TENSOR, str] = { @@ -350,6 +352,17 @@ MODEL_TENSORS: dict[MODEL_ARCH, list[MODEL_TENSOR]] = { MODEL_ARCH.GPT2: [ # TODO ], + MODEL_ARCH.PHI2: [ + MODEL_TENSOR.TOKEN_EMBD, + MODEL_TENSOR.OUTPUT_NORM, + MODEL_TENSOR.OUTPUT, + MODEL_TENSOR.ATTN_NORM, + MODEL_TENSOR.ATTN_QKV, + MODEL_TENSOR.ATTN_OUT, + MODEL_TENSOR.FFN_NORM, + MODEL_TENSOR.FFN_DOWN, + MODEL_TENSOR.FFN_UP, + ] # TODO } diff --git a/gguf-py/gguf/tensor_mapping.py b/gguf-py/gguf/tensor_mapping.py index 0115ea1c..6fcbdbc1 100644 --- a/gguf-py/gguf/tensor_mapping.py +++ b/gguf-py/gguf/tensor_mapping.py @@ -17,6 +17,7 @@ class TensorNameMap: "tok_embeddings", # llama-pth "embeddings.word_embeddings", # bert "language_model.embedding.word_embeddings", # persimmon + "transformer.embd.wte", # phi2 ), # Token type embeddings @@ -41,6 +42,7 @@ class TensorNameMap: "lm_head", # gpt2 mpt falcon llama-hf baichuan qwen "output", # llama-pth bloom "word_embeddings_for_head", # persimmon + "lm_head.linear", # phi2 ), # Output norm @@ -53,6 +55,7 @@ class TensorNameMap: "transformer.norm_f", # mpt "ln_f", # refact bloom qwen "language_model.encoder.final_layernorm", # persimmon + "lm_head.ln", # phi2 ), # Rope frequencies @@ -75,6 +78,7 @@ class TensorNameMap: "encoder.layer.{bid}.attention.output.LayerNorm", # bert "language_model.encoder.layers.{bid}.input_layernorm", # persimmon "model.layers.{bid}.ln1", # yi + "transformer.h.{bid}.ln", # phi2 ), # Attention norm 2 @@ -90,6 +94,7 @@ class TensorNameMap: "transformer.h.{bid}.self_attention.query_key_value", # falcon "h.{bid}.self_attention.query_key_value", # bloom "language_model.encoder.layers.{bid}.self_attention.query_key_value", # persimmon + "transformer.h.{bid}.mixer.Wqkv", # phi2 ), # Attention query @@ -128,6 +133,7 @@ class TensorNameMap: "encoder.layer.{bid}.attention.output.dense", # bert "transformer.h.{bid}.attn.out_proj", # gpt-j "language_model.encoder.layers.{bid}.self_attention.dense", # persimmon + "transformer.h.{bid}.mixer.out_proj", # phi2 ), # Rotary embeddings @@ -167,6 +173,7 @@ class TensorNameMap: "transformer.h.{bid}.mlp.fc_in", # gpt-j "language_model.encoder.layers.{bid}.mlp.dense_h_to_4h", # persimmon "transformer.h.{bid}.mlp.w1", # qwen + "transformer.h.{bid}.mlp.fc1", # phi2 ), MODEL_TENSOR.FFN_UP_EXP: ( @@ -198,6 +205,7 @@ class TensorNameMap: "encoder.layer.{bid}.output.dense", # bert "transformer.h.{bid}.mlp.fc_out", # gpt-j "language_model.encoder.layers.{bid}.mlp.dense_4h_to_h", # persimmon + "transformer.h.{bid}.mlp.fc2", # phi2 ), MODEL_TENSOR.FFN_DOWN_EXP: ( |