25 lines
1 KiB
Python
25 lines
1 KiB
Python
# Copyright 2023-present Daniel Han-Chen & the Unsloth team. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from .cross_entropy_loss import fast_cross_entropy_loss
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from .rms_layernorm import fast_rms_layernorm
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from .rope_embedding import fast_rope_embedding, inplace_rope_embedding
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from .swiglu import swiglu_fg_kernel, swiglu_DWf_DW_dfg_kernel
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from .fast_lora import (
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get_lora_parameters,
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apply_lora_mlp,
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apply_lora_qkv,
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apply_lora_o,
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)
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from .utils import fast_dequantize, fast_gemv, QUANT_STATE, fast_linear_forward
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