diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..3205e0a63d1eba3477c897d4cf3e304feabe4c02 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,12 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +*.const filter=lfs diff=lfs merge=lfs -text +*.fconst filter=lfs diff=lfs merge=lfs -text +*.ctrlpkt filter=lfs diff=lfs merge=lfs -text +*.meta filter=lfs diff=lfs merge=lfs -text +*.onnx.data filter=lfs diff=lfs merge=lfs -text +dd_metastate_Llm_Token_Token_rms_norm_20_16_0.state filter=lfs diff=lfs merge=lfs -text +model.onnx.data filter=lfs diff=lfs merge=lfs -text +optimized_model.onnx.data filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..fd797613417bcb1078cf646b231a1a4ec6d6bc2a --- /dev/null +++ b/README.md @@ -0,0 +1,48 @@ +--- +license: mit +language: +- en +pipeline_tag: text-generation +tags: +- amd +- ryzenai +- onnx +- npu_16K +--- + +# DeepSeek-R1-Distill-Llama-8B_rai_1.7.1_npu_16K + +- ## Introduction + + This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment (Token Fusion 16K context). + +- ## Quantization Strategy + - AWQ / Group 128 / Asymmetric / BFP16 activations / UINT4 Weights + +- ## Quick Start + + For quickstart, refer to [Ryzen AI documentation](https://ryzenai.docs.amd.com/en/latest/hybrid_oga.html) + +#### Evaluation scores + + _Benchmark scores not yet available for this model._ + +#### License + +Modifications copyright(c) 2025 Advanced Micro Devices,Inc. All rights reserved. + +MIT License + +Copyright (c) 2025 Advanced Micro Devices, Inc + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + diff --git a/cache/Token_rms_norm_20_16_0_0.const b/cache/Token_rms_norm_20_16_0_0.const new file mode 100755 index 0000000000000000000000000000000000000000..dfdab9680bfbd31d7ee13f473de59baae97dbcec --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_0.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5faaf1bd6de302226824af6e2043ad350a0daee389938460858e4bae6682dbfd +size 8192 diff --git a/cache/Token_rms_norm_20_16_0_1.const b/cache/Token_rms_norm_20_16_0_1.const new file mode 100755 index 0000000000000000000000000000000000000000..54cbad62b2a396753940e00ad7c2cc085c1425cd --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_1.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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b/cache/Token_rms_norm_20_16_0_223.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca2b81b2a18486509c246f4dee3bbd9e1fa572c3386e7a42fcfd4318f2ad5f36 +size 458752 diff --git a/cache/Token_rms_norm_20_16_0_224.const b/cache/Token_rms_norm_20_16_0_224.const new file mode 100755 index 0000000000000000000000000000000000000000..45bcfe8f5f43b425e8c9a8afb75c7f7d6ab4c50c --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_224.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8da8bbe5995ec91d7a7312247076d2b0a53eaa77cfff9d5f593b5e14e26756d +size 8192 diff --git a/cache/Token_rms_norm_20_16_0_225.const b/cache/Token_rms_norm_20_16_0_225.const new file mode 100755 index 0000000000000000000000000000000000000000..54cbad62b2a396753940e00ad7c2cc085c1425cd --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_225.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cef8d6a1190c51a38a1fdef86caa06c0ece529849a210dd7a5c0187bff485fb3 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0000000000000000000000000000000000000000..83b2f39bf6ec1c60de443e0fed607e66c55df600 --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_228.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cb0dd6a05b8e17f3a6142f6907901cb03f4f6e9a2317a8251dc90c21f4b6617 +size 131072 diff --git a/cache/Token_rms_norm_20_16_0_229.const b/cache/Token_rms_norm_20_16_0_229.const new file mode 100755 index 0000000000000000000000000000000000000000..354660aef5e7a5a0892e14109f3b9f7ae35ad6f3 --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_229.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6367dad91a952451c2949bc211f89999b894609ff6055443575436282764a64 +size 32768 diff --git a/cache/Token_rms_norm_20_16_0_23.const b/cache/Token_rms_norm_20_16_0_23.const new file mode 100755 index 0000000000000000000000000000000000000000..f96b09ccf6e3d3eadd5428bf372293cfd7e1094b --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_23.const @@ -0,0 +1,3 @@ +version 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b/cache/Token_rms_norm_20_16_0_490.const new file mode 100755 index 0000000000000000000000000000000000000000..d34feec5b65b59bc9c04835a5f863799ea26a39a --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_490.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fca16b94a95248340198c7b3d8570422ecdc7ef2d1fa128368b2742629636db +size 4194304 diff --git a/cache/Token_rms_norm_20_16_0_491.const b/cache/Token_rms_norm_20_16_0_491.const new file mode 100755 index 0000000000000000000000000000000000000000..634acc2e91d5e0d16f94d46cc0fa8b2851a2c452 --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_491.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad7facb2586fc6e966c004d7d1d16b024f5805ff7cb47c7a85dabd8b48892ca7 +size 4096 diff --git a/cache/Token_rms_norm_20_16_0_492.const b/cache/Token_rms_norm_20_16_0_492.const new file mode 100755 index 0000000000000000000000000000000000000000..7921fb2328f814b1f3afd25f48b821f283a13539 --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_492.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9142d348c6a774f9541f35d6413b225ec81529d9c62badf859344d2d49926345 +size 131072 diff --git a/cache/Token_rms_norm_20_16_0_493.const b/cache/Token_rms_norm_20_16_0_493.const new file mode 100755 index 0000000000000000000000000000000000000000..c8fb9e89b61c581380f7cc3dd859ab65e0021aae --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_493.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22f9420fada1e102e5eeafe9d47fff0d8bd75fc52a3fc3322054dd1fa1d39688 +size 32768 diff --git a/cache/Token_rms_norm_20_16_0_494.const b/cache/Token_rms_norm_20_16_0_494.const new file mode 100755 index 0000000000000000000000000000000000000000..78d080088ed4723f298b33fbdbcd9225c422aa06 --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_494.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07f4bce2ecdaede45dfa53445fd02c9d42d4bf0679d070b4326c008fb9cd5718 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0000000000000000000000000000000000000000..c3b8a06022a08736f2315d0dcb7e91a7caef2a7f --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_497.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5a30e287fd1ff962fa5c75618b66e0a0346e2581f8f5a128dbc50c9dee54a33 +size 131072 diff --git a/cache/Token_rms_norm_20_16_0_498.const b/cache/Token_rms_norm_20_16_0_498.const new file mode 100755 index 0000000000000000000000000000000000000000..65d50f4dea643efbedf0558c5f4dffee47b5153c --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_498.const @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72da70aa944ae77fe192c710f6c35c4b712a8ad4703cce0c1390804f7a97d1ac +size 8192 diff --git a/cache/Token_rms_norm_20_16_0_499.const b/cache/Token_rms_norm_20_16_0_499.const new file mode 100755 index 0000000000000000000000000000000000000000..54cbad62b2a396753940e00ad7c2cc085c1425cd --- /dev/null +++ b/cache/Token_rms_norm_20_16_0_499.const @@ -0,0 +1,3 @@ +version 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"sin_cache_cos_cache": { + "packed_buffer_label": "ext_buf_1", + "xrt_arg_id": 6, + "dtype": "bfloat16", + "shape": [ + 131072, + 128 + ], + "size_in_bytes": 33554432, + "op_tensor_size": 33554432, + "offset": 0 + } + }, + "dynamic_shape_subgraph": true, + "dynamic_shape_list": [ + { + "attention_mask_padded": 256 + }, + { + "attention_mask_padded": 512 + }, + { + "attention_mask_padded": 1024 + }, + { + "attention_mask_padded": 2048 + }, + { + "attention_mask_padded": 4096 + }, + { + "attention_mask_padded": 16384 + } + ], + "aux_info": { + "is_llm": true, + "states": [ + [ + 0, + 1, + 1 + ] + ] + } +} \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100755 index 0000000000000000000000000000000000000000..c2066bd7391c270626e39c9d7124f00360126412 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1 @@ +{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<|tool▁outputs▁end|>' + message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<|Assistant|>' + content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<|tool▁outputs▁begin|><|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<|tool▁outputs▁end|>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<|Assistant|>\n'}}{% endif %} \ No newline at end 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