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Merge branch 'master' into compilade/refactor-kv-cache

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Francis Couture-Harpin
2024-09-01 20:47:59 -04:00
parent fcb889cf7f 8f1d81a0b6
commit a03e32a3c9
9 changed files with 1273 additions and 107 deletions
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100
gguf-py/gguf/tensor_mapping.py
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@@ -27,6 +27,7 @@ class TensorNameMap:
"embedding.word_embeddings", # chatglm
"transformer.token_embeddings", # openelm
"shared", # t5
"rwkv.embeddings", # rwkv
),
# Token type embeddings
@@ -40,6 +41,7 @@ class TensorNameMap:
"embeddings.LayerNorm", # bert
"emb_ln", # nomic-bert
"transformer.norm", # openelm
"rwkv.blocks.0.pre_ln", # rwkv
),
# Position embeddings
@@ -57,6 +59,7 @@ class TensorNameMap:
"word_embeddings_for_head", # persimmon
"lm_head.linear", # phi2
"output_layer", # chatglm
"head", # rwkv
),
# Output norm
@@ -76,6 +79,7 @@ class TensorNameMap:
"encoder.final_layernorm", # chatglm
"transformer.norm", # openelm
"model.norm", # nemotron
"rwkv.ln_out", # rwkv
),
# Rope frequencies
@@ -108,12 +112,14 @@ class TensorNameMap:
"transformer.blocks.{bid}.norm_attn_norm.norm_1", # dbrx
"encoder.layers.{bid}.input_layernorm", # chatglm
"transformer.layers.{bid}.attn_norm", # openelm
"rwkv.blocks.{bid}.ln1", # rwkv
),
# Attention norm 2
MODEL_TENSOR.ATTN_NORM_2: (
"transformer.h.{bid}.ln_attn", # falcon40b
"transformer.h.{bid}.ln_attn", # falcon40b
"encoder.layer.{bid}.layer_norm_1", # jina-v2-code
"rwkv.blocks.{bid}.ln2", # rwkv
),
# Attention query-key-value
@@ -461,6 +467,98 @@ class TensorNameMap:
"model.layers.{bid}.mamba.out_proj", # jamba
),
MODEL_TENSOR.TIME_MIX_W1: (
"rwkv.blocks.{bid}.attention.time_maa_w1", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_W2: (
"rwkv.blocks.{bid}.attention.time_maa_w2", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_LERP_X: (
"rwkv.blocks.{bid}.attention.time_maa_x", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_LERP_K: (
"rwkv.blocks.{bid}.attention.time_maa_k", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_LERP_V: (
"rwkv.blocks.{bid}.attention.time_maa_v", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_LERP_R: (
"rwkv.blocks.{bid}.attention.time_maa_r", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_LERP_G: (
"rwkv.blocks.{bid}.attention.time_maa_g", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_LERP_W: (
"rwkv.blocks.{bid}.attention.time_maa_w", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_FIRST: (
"rwkv.blocks.{bid}.attention.time_faaaa", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_DECAY: (
"rwkv.blocks.{bid}.attention.time_decay", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_DECAY_W1: (
"rwkv.blocks.{bid}.attention.time_decay_w1", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_DECAY_W2: (
"rwkv.blocks.{bid}.attention.time_decay_w2", # rwkv v6
),
MODEL_TENSOR.TIME_MIX_KEY: (
"rwkv.blocks.{bid}.attention.key", # rwkv
),
MODEL_TENSOR.TIME_MIX_VALUE: (
"rwkv.blocks.{bid}.attention.value", # rwkv
),
MODEL_TENSOR.TIME_MIX_RECEPTANCE: (
"rwkv.blocks.{bid}.attention.receptance", # rwkv
),
MODEL_TENSOR.TIME_MIX_GATE: (
"rwkv.blocks.{bid}.attention.gate", # rwkv
),
MODEL_TENSOR.TIME_MIX_LN: (
"rwkv.blocks.{bid}.attention.ln_x", # rwkv
),
MODEL_TENSOR.TIME_MIX_OUTPUT: (
"rwkv.blocks.{bid}.attention.output", # rwkv
),
MODEL_TENSOR.CHANNEL_MIX_LERP_K: (
"rwkv.blocks.{bid}.feed_forward.time_maa_k", # rwkv v6
),
MODEL_TENSOR.CHANNEL_MIX_LERP_R: (
"rwkv.blocks.{bid}.feed_forward.time_maa_r", # rwkv v6
),
MODEL_TENSOR.CHANNEL_MIX_KEY: (
"rwkv.blocks.{bid}.feed_forward.key", # rwkv
),
MODEL_TENSOR.CHANNEL_MIX_RECEPTANCE: (
"rwkv.blocks.{bid}.feed_forward.receptance", # rwkv
),
MODEL_TENSOR.CHANNEL_MIX_VALUE: (
"rwkv.blocks.{bid}.feed_forward.value", # rwkv
),
MODEL_TENSOR.ATTN_Q_A: (
"model.layers.{bid}.self_attn.q_a_proj", # deepseek2
),