Add app files

.gitignore

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+# Python-generated files
+__pycache__/
+*.py[oc]
+build/
+dist/
+wheels/
+*.egg-info
+
+# Virtual environments
+.venv
+
+.idea
+.gradio

.gitmodules

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+[submodule "ImportLDraw"]
+	path = ImportLDraw
+	url = https://github.com/TobyLobster/ImportLDraw.git

.python-version

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+3.11

ImportLDraw

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+Subproject commit 6f9d51e96823f5350d0a67e05fbb4871d8597a44

README.md

@@ -1,13 +1,35 @@
 ---
-title: LegoGPT Demo
-emoji: 📉
-colorFrom: gray
-colorTo: red
+title: LegoGPT-Demo
+app_file: app.py
 sdk: gradio
 sdk_version: 5.29.0
-app_file: app.py
-pinned: false
-short_description: Official demo for LegoGPT.
 ---
+# LegoGPT Demo
+
+Gradio demo for LegoGPT.
+
+## Prerequisites
+
+### Gurobi
+
+Running stability analysis requires a [Gurobi licence](https://www.gurobi.com/downloads/) to use Gurobi. Academics may
+request a free licence from the Gurobi website [here](https://www.gurobi.com/academia/academic-program-and-licenses/).
+
+### ImportLDraw and Blender
+
+Rendering LEGO visualizations requires ImportLDraw. Install it with the following steps:
+
+1. Install the ImportLDraw submodule with `git submodule init && git submodule update`.
+2. Some files in the ImportLDraw submodule are stored using the Git LFS system. To download these files,
+   install [Git LFS](https://git-lfs.com), `cd` into the ImportLDraw directory, and run
+   `git lfs pull`.
+3. Download the LDraw parts library `complete.zip` from [here](https://library.ldraw.org/updates?latest), and
+   extract it in your *home directory*.
+
+## Running the demo
+
+Install [uv](https://docs.astral.sh/uv), then run the demo with:
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+```zsh
+uv run app.py
+```

app.py

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+import os
+import subprocess
+from dataclasses import fields
+
+import gradio as gr
+import transformers
+from legogpt.models import LegoGPT, LegoGPTConfig
+
+
+def main():
+    model_cfg = LegoGPTConfig()
+    model = LegoGPT(LegoGPTConfig())
+    default_seed = 42
+
+    def generate_lego(
+            prompt: str,
+            temperature: float | None,
+            seed: int | None,
+            max_bricks: int | None,
+            max_brick_rejections: int | None,
+            max_regenerations: int | None,
+    ):
+        # Set model parameters
+        if temperature is not None: model.temperature = temperature
+        if max_bricks is not None: model.max_bricks = max_bricks
+        if max_brick_rejections is not None: model.max_brick_rejections = max_brick_rejections
+        if max_regenerations is not None: model.max_regenerations = max_regenerations
+        if seed is not None: transformers.set_seed(seed)
+
+        # Generate LEGO
+        output = model(prompt)
+
+        # Render results and write to files
+        render_lego_filename = 'render_lego.py'
+        ldr_filename = os.path.abspath('output.ldr')
+        img_filename = os.path.abspath('output.png')
+        with open(ldr_filename, 'w') as f:
+            f.write(output['lego'].to_ldr())
+
+        # Run render as a subprocess to prevent issues with Blender
+        subprocess.run(['uv', 'run', render_lego_filename, '--in_file', ldr_filename, '--out_file', img_filename],
+                       capture_output=True, check=True)
+
+        return img_filename, output['lego']
+
+    demo = gr.Interface(
+        fn=generate_lego,
+        title='LegoGPT Demo',
+        description='Official demo for [LegoGPT](https://avalovelace1.github.io/LegoGPT/), the first approach for generating physically stable LEGO brick models from text prompts.',
+        inputs=[
+            gr.Textbox(placeholder='Enter a prompt to generate a LEGO model.'),
+        ],
+        additional_inputs=[
+            gr.Slider(0.0, 2.0, value=model_cfg.temperature, info=get_help_string('temperature'), step=0.01),
+            gr.Number(value=42, info='Random seed for generation.', precision=0, step=1),
+            gr.Number(value=model_cfg.max_bricks, info=get_help_string('max_bricks'),
+                      precision=0, minimum=1, step=1),
+            gr.Number(value=model_cfg.max_brick_rejections, info=get_help_string('max_brick_rejections'),
+                      precision=0, minimum=0, step=1),
+            gr.Number(value=model_cfg.max_regenerations, info=get_help_string('max_regenerations'),
+                      precision=0, minimum=0, step=1),
+        ],
+        outputs=[
+            gr.Image(label='output_img'),
+            gr.Textbox(label='output_txt', lines=5, max_lines=5, show_copy_button=True,
+                       info='The LEGO structure in text format. Each line of the form "hxw (x,y,z)" represents a '
+                            '1-unit-tall rectangular brick with dimensions hxw placed at coordinates (x,y,z).'),
+        ],
+        examples=[[prompt, model_cfg.temperature, default_seed] for prompt in get_example_prompts()],
+        # cache_examples=True,
+        flagging_mode='never',
+    )
+    demo.launch(share=True)
+
+
+def get_help_string(field_name: str) -> str:
+    """
+    :param field_name: Name of a field in LegoGPTConfig.
+    :return: Help string for the field.
+    """
+    data_fields = fields(LegoGPTConfig)
+    name_field = next(f for f in data_fields if f.name == field_name)
+    return name_field.metadata['help']
+
+
+def get_example_prompts() -> list[str]:
+    example_prompts_file = 'example_prompts.txt'
+    with open(example_prompts_file) as f:
+        example_prompts = list(map(lambda x: x.strip(), f.readlines()))
+    return example_prompts
+
+
+if __name__ == '__main__':
+    main()

example_prompts.txt

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+Table featuring a flat rectangular surface over four evenly spaced legs.
+Compact sofa with a geometric design.
+Small car featuring a rectangular body, flat top, and stepped edges.
+Train with rectangular body and geometric components.
+Square-seated chair featuring an upright, rectangular backrest and straight legs.
+Compact chair with a tall backrest and serrated seat.

output.ldr

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pyproject.toml

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+[project]
+name = "legogpt-demo"
+version = "0.1.0"
+description = "LegoGPT demo webapp"
+readme = "README.md"
+requires-python = ">=3.11"
+dependencies = [
+    "gradio>=5.29.0",
+    "legogpt",
+]
+
+[tool.uv.sources]
+legogpt = { git = "https://github.com/AvaLovelace1/LegoGPT.git" }

render_lego.py

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+from legogpt.render_lego import main as render_lego_main
+
+if __name__ == '__main__':
+    render_lego_main()

requirements.txt

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+# This file was autogenerated by uv via the following command:
+#    uv export --format requirements-txt
+accelerate==1.6.0 \
+    --hash=sha256:1aee717d3d3735ad6d09710a7c26990ee4652b79b4e93df46551551b5227c2aa \
+    --hash=sha256:28c1ef1846e690944f98b68dc7b8bb6c51d032d45e85dcbb3adb0c8b99dffb32
+aiofiles==24.1.0 \
+    --hash=sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c \
+    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
+    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+anyio==4.9.0 \
+    --hash=sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028 \
+    --hash=sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c
+audioop-lts==0.2.1 ; python_full_version >= '3.13' \
+    --hash=sha256:05da64e73837f88ee5c6217d732d2584cf638003ac72df124740460531e95e47 \
+    --hash=sha256:120678b208cca1158f0a12d667af592e067f7a50df9adc4dc8f6ad8d065a93fb \
+    --hash=sha256:161249db9343b3c9780ca92c0be0d1ccbfecdbccac6844f3d0d44b9c4a00a17f \
+    --hash=sha256:2aeb6f96f7f6da80354330470b9134d81b4cf544cdd1c549f2f45fe964d28059 \
+    --hash=sha256:2bdb3b7912ccd57ea53197943f1bbc67262dcf29802c4a6df79ec1c715d45a78 \
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+    --hash=sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3
+cffi==1.17.1 ; platform_python_implementation == 'PyPy' \
+    --hash=sha256:0984a4925a435b1da406122d4d7968dd861c1385afe3b45ba82b750f229811e2 \
+    --hash=sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36 \
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+    --hash=sha256:da95af8214998d77a98cc14e3a3bd00aa191526343078b530ceb0bd710fb48a5 \
+    --hash=sha256:dd398dbc6773384a17fe0d3e7eeb8d1a21c2200473ee6806bb5e6a8e62bb73dd \
+    --hash=sha256:de2ea4b5833625383e464549fec1bc395c1bdeeb5f25c4a3a82b5a8c756ec22f \
+    --hash=sha256:de55b766c7aa2e2a3092c51e0483d700341182f08e67c63630d5b6f200bb28e5 \
+    --hash=sha256:e03eab0a8677fa80d646b5ddece1cbeaf556c313dcfac435ba11f107ba117b5d \
+    --hash=sha256:f3a2b4222ce6b60e2e8b337bb9596923045681d71e5a082783484d845390938e \
+    --hash=sha256:f6a16c31041f09ead72d69f583767292f750d24913dadacf5756b966aacb3f1a \
+    --hash=sha256:f75c7ab1f9e4aca5414ed4d8e5c0e303a34f4421f8a0d47a4d019ceff0ab6af4 \
+    --hash=sha256:f79fc4fc25f1c8698ff97788206bb3c2598949bfe0fef03d299eb1b5356ada99 \
+    --hash=sha256:fc48c783f9c87e60831201f2cce7f3b2e4846bf4d8728eabe54d60700b318a0b
+charset-normalizer==3.4.2 \
+    --hash=sha256:0c29de6a1a95f24b9a1aa7aefd27d2487263f00dfd55a77719b530788f75cff7 \
+    --hash=sha256:0c8c57f84ccfc871a48a47321cfa49ae1df56cd1d965a09abe84066f6853b9c0 \
+    --hash=sha256:0f5d9ed7f254402c9e7d35d2f5972c9bbea9040e99cd2861bd77dc68263277c7 \
+    --hash=sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0 \
+    --hash=sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b \
+    --hash=sha256:28a1005facc94196e1fb3e82a3d442a9d9110b8434fc1ded7a24a2983c9888d8 \
+    --hash=sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff \
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+    --hash=sha256:be1e352acbe3c78727a16a455126d9ff83ea2dfdcbc83148d2982305a04714c2 \
+    --hash=sha256:bee093bf902e1d8fc0ac143c88902c3dfc8941f7ea1d6a8dd2bcb786d33db03d \
+    --hash=sha256:cddf7bd982eaa998934a91f69d182aec997c6c468898efe6679af88283b498d3 \
+    --hash=sha256:cf713fe9a71ef6fd5adf7a79670135081cd4431c2943864757f0fa3a65b1fafd \
+    --hash=sha256:d41c4d287cfc69060fa91cae9683eacffad989f1a10811995fa309df656ec214 \
+    --hash=sha256:d524ba3f1581b35c03cb42beebab4a13e6cdad7b36246bd22541fa585a56cccd \
+    --hash=sha256:daac4765328a919a805fa5e2720f3e94767abd632ae410a9062dff5412bae65a \
+    --hash=sha256:db4c7bf0e07fc3b7d89ac2a5880a6a8062056801b83ff56d8464b70f65482b6c \
+    --hash=sha256:dedb8adb91d11846ee08bec4c8236c8549ac721c245678282dcb06b221aab59f \
+    --hash=sha256:e53efc7c7cee4c1e70661e2e112ca46a575f90ed9ae3fef200f2a25e954f4b28 \
+    --hash=sha256:e635b87f01ebc977342e2697d05b56632f5f879a4f15955dfe8cef2448b51691 \
+    --hash=sha256:e70e990b2137b29dc5564715de1e12701815dacc1d056308e2b17e9095372a82 \
+    --hash=sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf \
+    --hash=sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b \
+    --hash=sha256:efd387a49825780ff861998cd959767800d54f8308936b21025326de4b5a42b9 \
+    --hash=sha256:f0aa37f3c979cf2546b73e8222bbfa3dc07a641585340179d768068e3455e544 \
+    --hash=sha256:fcbe676a55d7445b22c10967bceaaf0ee69407fbe0ece4d032b6eb8d4565982a \
+    --hash=sha256:fdb20a30fe1175ecabed17cbf7812f7b804b8a315a25f24678bcdf120a90077f
+click==8.1.8 ; sys_platform != 'emscripten' \
+    --hash=sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2 \
+    --hash=sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+cython==3.1.0 \
+    --hash=sha256:0605d364a2cc632c9269990777c2b266611724d1fccaa614fde335c2209b82da \
+    --hash=sha256:1097dd60d43ad0fff614a57524bfd531b35c13a907d13bee2cc2ec152e6bf4a1 \
+    --hash=sha256:1215d3adb4e8691d03e712aed31206d21f387a8003d8de6a574ee75fe6d2e07c \
+    --hash=sha256:37d62b8b8919126c75769e5470b288d76c83a1645e73c7aca4b7d7aecb3c1234 \
+    --hash=sha256:4551f9ab91019b6b63cf8b16bf1abb519db67627c31162f604e370e596b8c60c \
+    --hash=sha256:462ad6142057e81715ada74e2d24b9a07bf36ae3da72bf973478b5c3e809c26d \
+    --hash=sha256:4e460bdf1d8742ddf4914959842f2f23ca4934df97f864be799ddf1912acd0ab \
+    --hash=sha256:522d4dae1fea71eee5c944fb7a8530de8bdd6df0ccb2bd001d0f75be228eac6c \
+    --hash=sha256:539828d14fbd95eff135e8dc9e93012f5b018657868f15a69cb475b8784efb9a \
+    --hash=sha256:5f6417d378bd11ca55f16e3c1c7c3bf6d7f0a0cc326c46e309fcba46c54ba4f1 \
+    --hash=sha256:61eb67401bd6c977084fc789812bd40f96be500049adb2bab99921d696ae0c87 \
+    --hash=sha256:856950b7c4282a713bcf4794aaae8f18d4a1ae177d3b63739604c91019ac4117 \
+    --hash=sha256:8818446612461aca3978ebe8e3def817a120d91f85022540843ebe4f24818cd6 \
+    --hash=sha256:8926651830ada313a04284e711c2cf11e4e800ca080e83012418208edd4334a2 \
+    --hash=sha256:8f8c4753f6b926046c0cdf6037ba8560f6677730bf0ab9c1db4e0163b4bb30f9 \
+    --hash=sha256:9d6c88e8c86f2c582a2f9b460174ef86d9e01c8bfb12b8f7c44d697242285551 \
+    --hash=sha256:a46b34defa672268474fbb5541f6297f45df9e4ecc4def6edd6fe1c44bfdb795 \
+    --hash=sha256:a8f00cdeb14f004ebeacf946e06bad2e3ed5776af96f5af95f92d822c4ba275f \
+    --hash=sha256:bea0b6bfde7493acb0529fc603abd4b3b13c3bb2fff7a889ae5a8d3ea7dc5a84 \
+    --hash=sha256:c088ac33f4fa04b3589c4e5cfb8a81e9d9a990405409f9c8bfab0f5a9e8b724f \
+    --hash=sha256:c736405078dc376502617eb41c39e223ae176ebd1a4ddc18179d2517bc8c8658 \
+    --hash=sha256:c96908b302e87e99915b3b66481a976e32b864e95bf054dcd2cb859dffd8cb10 \
+    --hash=sha256:cdde5f25fdb8a5d50dbe5d418fe5bfb2260b1acdbd45b788e77b247e9adf2f56 \
+    --hash=sha256:d41d17d7cfcfbddf3b7dc0ceddb6361b8e749b0b3c5f8efa40c31c249127fa15 \
+    --hash=sha256:d6854c89d6c1ff472861376822a9df7a0c62b2be362147d313cf7f10bf230c69 \
+    --hash=sha256:db8e15c8eeee529468eab08528c9bf714a94354b34375be6c0c110f6012a4768 \
+    --hash=sha256:dde3726aa5acbe879f849a09606b886491f950cfa993b435e50e9561fdf731c6 \
+    --hash=sha256:e03b3280c7ff99fae7b47327a4e2de7e117b069ce9183dc53774069c3e73d1c8 \
+    --hash=sha256:fd0003171ad84d4812fdb1eb9a4f678ed027e75fbc2b7bef5db482621b72137a \
+    --hash=sha256:fe3320d13cde70fa8b1936e633b9e0fa68720cc61f97aa371d56d0f84fba3e02 \
+    --hash=sha256:fe401e825b0fbeec75f8cc758c8cf32345c673bdb0edaf9585cd43b9d2798824 \
+    --hash=sha256:fe8c1db9ec03d9ef83e33c842c108e892577ade4c5f530c9435beced048e4698
+fastapi==0.115.12 \
+    --hash=sha256:1e2c2a2646905f9e83d32f04a3f86aff4a286669c6c950ca95b5fd68c2602681 \
+    --hash=sha256:e94613d6c05e27be7ffebdd6ea5f388112e5e430c8f7d6494a9d1d88d43e814d
+ffmpy==0.5.0 \
+    --hash=sha256:277e131f246d18e9dcfee9bb514c50749031c43582ce5ef82c57b51e3d3955c3 \
+    --hash=sha256:df3799cf5816daa56d4959a023630ee53c6768b66009dae6d131519ba4b80233
+filelock==3.18.0 \
+    --hash=sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2 \
+    --hash=sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de
+fsspec==2025.3.0 \
+    --hash=sha256:a935fd1ea872591f2b5148907d103488fc523295e6c64b835cfad8c3eca44972 \
+    --hash=sha256:efb87af3efa9103f94ca91a7f8cb7a4df91af9f74fc106c9c7ea0efd7277c1b3
+gradio==5.29.0 \
+    --hash=sha256:56fdd8b7cb31de8e4c382677560ef8a79f4ae0c3fbb139341bce052aab728064 \
+    --hash=sha256:6b58321c3b2d596a701e9b1660334772a160262e4c67f18848bd54b6c0db7d89
+gradio-client==1.10.0 \
+    --hash=sha256:463bd60f0b11580185de13a01a1621fbff179fe29359dfa8810c1b3f9df5e342 \
+    --hash=sha256:47bfc878a3715604f6f0a554dc63f9ed78d14b126274f7d137e25447c737cd63
+groovy==0.1.2 \
+    --hash=sha256:25c1dc09b3f9d7e292458aa762c6beb96ea037071bf5e917fc81fb78d2231083 \
+    --hash=sha256:7f7975bab18c729a257a8b1ae9dcd70b7cafb1720481beae47719af57c35fa64
+gurobipy==12.0.2 \
+    --hash=sha256:111d32393a39a3e2ddd5ead1752731d388b3c685b73550c6b0ca9a45d954c364 \
+    --hash=sha256:240aab60fcfbfe586f456d6ecbcc8eca3b5aa5ffe717e6a08c41c82964026137 \
+    --hash=sha256:432663e84ce2d37a085e1a5b6558618ba098805b0f963817758d1d95579d1dec \
+    --hash=sha256:4feb9f92954df44e52f14a404c966e2a7a183e7b6b63b05473fa4acfe7c356d8 \
+    --hash=sha256:5791dc9b029f06b318d54e0dfa07f5c9688c27e5c71f7a54bcdaafdb4c0905e9 \
+    --hash=sha256:5af2bd4626384ffc700c29af0e1dd69cafe6f6dbd6efcd38e5e32873a46f3d12 \
+    --hash=sha256:5ef46799be0cefd5d33449c10d54a68826f8c32690d0185be0a0ba4834d7b595 \
+    --hash=sha256:6ee688efdd177cb38697f77237406f5240c47ceb5469b61c9c375d961479b10a \
+    --hash=sha256:8bfd32805e8fc4ea2d0253b5beaef2c763570316f26a1f4f2c86cbaa0eb3a8d7 \
+    --hash=sha256:b3caebef6a7c6ba23559872ab73dcd8040c7156ef80cde0b59118bbdfd24e779 \
+    --hash=sha256:cb227b0a92b55d7eed93fd0a3de6213ed6d0e10eb81316bb3f495e0585f90ab5 \
+    --hash=sha256:f7d1aff950289a20a596f8dbb3d4af65afc09d184e5c82a45835d83db5a71233
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+huggingface-hub==0.30.2 \
+    --hash=sha256:68ff05969927058cfa41df4f2155d4bb48f5f54f719dd0390103eefa9b191e28 \
+    --hash=sha256:9a7897c5b6fd9dad3168a794a8998d6378210f5b9688d0dfc180b1a228dc2466
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+legogpt @ git+https://github.com/AvaLovelace1/LegoGPT.git@bae8112962fd907e04fafb5fa2b4087b848894ec
+markdown-it-py==3.0.0 ; sys_platform != 'emscripten' \
+    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
+    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
+markupsafe==3.0.2 \
+    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
+    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
+    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
+    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
+    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
+    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
+    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
+    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
+    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
+    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
+    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
+    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
+    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
+    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
+    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
+    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
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+    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
+    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
+    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
+    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
+    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
+    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
+    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
+    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
+    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
+    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
+    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
+    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
+    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
+    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
+    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
+    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
+    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
+    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430
+mdurl==0.1.2 ; sys_platform != 'emscripten' \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+mpmath==1.3.0 \
+    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
+    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+networkx==3.4.2 \
+    --hash=sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1 \
+    --hash=sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f
+numpy==1.26.4 \
+    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
+    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
+    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
+    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
+    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
+    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
+    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
+    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
+    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
+    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
+    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
+    --hash=sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a \
+    --hash=sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b \
+    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
+    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
+    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
+    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef
+nvidia-cublas-cu12==12.6.4.1 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:08ed2686e9875d01b58e3cb379c6896df8e76c75e0d4a7f7dace3d7b6d9ef8eb
+nvidia-cuda-cupti-cu12==12.6.80 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:6768bad6cab4f19e8292125e5f1ac8aa7d1718704012a0e3272a6f61c4bce132 \
+    --hash=sha256:a3eff6cdfcc6a4c35db968a06fcadb061cbc7d6dde548609a941ff8701b98b73
+nvidia-cuda-nvrtc-cu12==12.6.77 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:35b0cc6ee3a9636d5409133e79273ce1f3fd087abb0532d2d2e8fff1fe9efc53
+nvidia-cuda-runtime-cu12==12.6.77 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:a84d15d5e1da416dd4774cb42edf5e954a3e60cc945698dc1d5be02321c44dc8 \
+    --hash=sha256:ba3b56a4f896141e25e19ab287cd71e52a6a0f4b29d0d31609f60e3b4d5219b7
+nvidia-cudnn-cu12==9.5.1.17 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:30ac3869f6db17d170e0e556dd6cc5eee02647abc31ca856634d5a40f82c15b2
+nvidia-cufft-cu12==11.3.0.4 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:768160ac89f6f7b459bee747e8d175dbf53619cfe74b2a5636264163138013ca \
+    --hash=sha256:ccba62eb9cef5559abd5e0d54ceed2d9934030f51163df018532142a8ec533e5
+nvidia-cufile-cu12==1.11.1.6 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:cc23469d1c7e52ce6c1d55253273d32c565dd22068647f3aa59b3c6b005bf159
+nvidia-curand-cu12==10.3.7.77 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:99f1a32f1ac2bd134897fc7a203f779303261268a65762a623bf30cc9fe79117 \
+    --hash=sha256:a42cd1344297f70b9e39a1e4f467a4e1c10f1da54ff7a85c12197f6c652c8bdf
+nvidia-cusolver-cu12==11.7.1.2 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:6cf28f17f64107a0c4d7802be5ff5537b2130bfc112f25d5a30df227058ca0e6 \
+    --hash=sha256:e9e49843a7707e42022babb9bcfa33c29857a93b88020c4e4434656a655b698c
+nvidia-cusparse-cu12==12.5.4.2 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:23749a6571191a215cb74d1cdbff4a86e7b19f1200c071b3fcf844a5bea23a2f \
+    --hash=sha256:7556d9eca156e18184b94947ade0fba5bb47d69cec46bf8660fd2c71a4b48b73
+nvidia-cusparselt-cu12==0.6.3 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:e5c8a26c36445dd2e6812f1177978a24e2d37cacce7e090f297a688d1ec44f46
+nvidia-nccl-cu12==2.26.2 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:694cf3879a206553cc9d7dbda76b13efaf610fdb70a50cba303de1b0d1530ac6
+nvidia-nvjitlink-cu12==12.6.85 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a
+nvidia-nvtx-cu12==12.6.77 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:6574241a3ec5fdc9334353ab8c479fe75841dbe8f4532a8fc97ce63503330ba1 \
+    --hash=sha256:b90bed3df379fa79afbd21be8e04a0314336b8ae16768b58f2d34cb1d04cd7d2
+orjson==3.10.18 \
+    --hash=sha256:0315317601149c244cb3ecef246ef5861a64824ccbcb8018d32c66a60a84ffbc \
+    --hash=sha256:187aefa562300a9d382b4b4eb9694806e5848b0cedf52037bb5c228c61bb66d4 \
+    --hash=sha256:187ec33bbec58c76dbd4066340067d9ece6e10067bb0cc074a21ae3300caa84e \
+    --hash=sha256:1ebeda919725f9dbdb269f59bc94f861afbe2a27dce5608cdba2d92772364d1c \
+    --hash=sha256:22748de2a07fcc8781a70edb887abf801bb6142e6236123ff93d12d92db3d406 \
+    --hash=sha256:2d808e34ddb24fc29a4d4041dcfafbae13e129c93509b847b14432717d94b44f \
+    --hash=sha256:303565c67a6c7b1f194c94632a4a39918e067bd6176a48bec697393865ce4f06 \
+    --hash=sha256:356b076f1662c9813d5fa56db7d63ccceef4c271b1fb3dd522aca291375fcf17 \
+    --hash=sha256:3a83c9954a4107b9acd10291b7f12a6b29e35e8d43a414799906ea10e75438e6 \
+    --hash=sha256:3d600be83fe4514944500fa8c2a0a77099025ec6482e8087d7659e891f23058a \
+    --hash=sha256:3f9478ade5313d724e0495d167083c6f3be0dd2f1c9c8a38db9a9e912cdaf947 \
+    --hash=sha256:50c15557afb7f6d63bc6d6348e0337a880a04eaa9cd7c9d569bcb4e760a24753 \
+    --hash=sha256:50ce016233ac4bfd843ac5471e232b865271d7d9d44cf9d33773bcd883ce442b \
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+    --hash=sha256:c382a5c0b5931a5fc5405053d36c1ce3fd561694738626c77ae0b1dfc0242ca1 \
+    --hash=sha256:e0a183ac3b8e40471e8d843105da6fbe7c070faab023be3b08188ee3f85719b8 \
+    --hash=sha256:e0da26957e77e9e55a6c2ce2e7182a36a6f6b180ab7189315cb0995ec362e049 \
+    --hash=sha256:e450885f7b47a0231979d9c49b567ed1c4e9f69240804621be87c40bc9d3cf17 \
+    --hash=sha256:e8da3947d92123eda795b68228cafe2724815621fe35e8e320a9e9593a4bcd53 \
+    --hash=sha256:e9e86a6af31b92299b00736c89caf63816f70a4001e750bda179e15564d7a034 \
+    --hash=sha256:f3c29eb9a81e2fbc6fd7ddcfba3e101ba92eaff455b8d602bf7511088bbc0eae \
+    --hash=sha256:f54c1385a0e6aba2f15a40d703b858bedad36ded0491e55d35d905b2c34a4cc3 \
+    --hash=sha256:f872bef9f042734110642b7a11937440797ace8c87527de25e0c53558b579ccc \
+    --hash=sha256:f9f94cf6d3f9cd720d641f8399e390e7411487e493962213390d1ae45c7814fc \
+    --hash=sha256:fdba703c722bd868c04702cac4cb8c6b8ff137af2623bc0ddb3b3e6a2c8996c1
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
+    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
+pandas==2.2.3 \
+    --hash=sha256:062309c1b9ea12a50e8ce661145c6aab431b1e99530d3cd60640e255778bd43a \
+    --hash=sha256:15c0e1e02e93116177d29ff83e8b1619c93ddc9c49083f237d4312337a61165d \
+    --hash=sha256:1db71525a1538b30142094edb9adc10be3f3e176748cd7acc2240c2f2e5aa3a4 \
+    --hash=sha256:22a9d949bfc9a502d320aa04e5d02feab689d61da4e7764b62c30b991c42c5f0 \
+    --hash=sha256:29401dbfa9ad77319367d36940cd8a0b3a11aba16063e39632d98b0e931ddf32 \
+    --hash=sha256:3508d914817e153ad359d7e069d752cdd736a247c322d932eb89e6bc84217f28 \
+    --hash=sha256:38cf8125c40dae9d5acc10fa66af8ea6fdf760b2714ee482ca691fc66e6fcb18 \
+    --hash=sha256:3b71f27954685ee685317063bf13c7709a7ba74fc996b84fc6821c59b0f06468 \
+    --hash=sha256:3fc6873a41186404dad67245896a6e440baacc92f5b716ccd1bc9ed2995ab2c5 \
+    --hash=sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667 \
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+    --hash=sha256:5de54125a92bb4d1c051c0659e6fcb75256bf799a732a87184e5ea503965bce3 \
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+    --hash=sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd \
+    --hash=sha256:800250ecdadb6d9c78eae4990da62743b857b470883fa27f652db8bdde7f6659 \
+    --hash=sha256:a5a1595fe639f5988ba6a8e5bc9649af3baf26df3998a0abe56c02609392e0a4 \
+    --hash=sha256:ad5b65698ab28ed8d7f18790a0dc58005c7629f227be9ecc1072aa74c0c1d43a \
+    --hash=sha256:b1d432e8d08679a40e2a6d8b2f9770a5c21793a6f9f47fdd52c5ce1948a5a8a9 \
+    --hash=sha256:ba96630bc17c875161df3818780af30e43be9b166ce51c9a18c1feae342906c2 \
+    --hash=sha256:c124333816c3a9b03fbeef3a9f230ba9a737e9e5bb4060aa2107a86cc0a497fc \
+    --hash=sha256:cd8d0c3be0515c12fed0bdbae072551c8b54b7192c7b1fda0ba56059a0179698 \
+    --hash=sha256:f00d1345d84d8c86a63e476bb4955e46458b304b9575dcf71102b5c705320015 \
+    --hash=sha256:f3a255b2c19987fbbe62a9dfd6cff7ff2aa9ccab3fc75218fd4b7530f01efa24 \
+    --hash=sha256:fffb8ae78d8af97f849404f21411c95062db1496aeb3e56f146f0355c9989319
+peft==0.15.2 \
+    --hash=sha256:0dfc942b03b7af4b7267cd4e30b15e3a4a1d277adc581ce6245fc13f1f93d0a0 \
+    --hash=sha256:7059029f4d42a092ded1aa117dd366a46084aef638bdd593f6ab0195d5427fcd
+pillow==11.2.1 \
+    --hash=sha256:036e53f4170e270ddb8797d4c590e6dd14d28e15c7da375c18978045f7e6c37b \
+    --hash=sha256:062b7a42d672c45a70fa1f8b43d1d38ff76b63421cbbe7f88146b39e8a558d91 \
+    --hash=sha256:0c7b29dbd4281923a2bfe562acb734cee96bbb129e96e6972d315ed9f232bef4 \
+    --hash=sha256:0f5c7eda47bf8e3c8a283762cab94e496ba977a420868cb819159980b6709193 \
+    --hash=sha256:14e33b28bf17c7a38eede290f77db7c664e4eb01f7869e37fa98a5aa95978941 \
+    --hash=sha256:14f73f7c291279bd65fda51ee87affd7c1e097709f7fdd0188957a16c264601f \
+    --hash=sha256:191955c55d8a712fab8934a42bfefbf99dd0b5875078240943f913bb66d46d9f \
+    --hash=sha256:1d535df14716e7f8776b9e7fee118576d65572b4aad3ed639be9e4fa88a1cad3 \
+    --hash=sha256:208653868d5c9ecc2b327f9b9ef34e0e42a4cdd172c2988fd81d62d2bc9bc044 \
+    --hash=sha256:21e1470ac9e5739ff880c211fc3af01e3ae505859392bf65458c224d0bf283eb \
+    --hash=sha256:225c832a13326e34f212d2072982bb1adb210e0cc0b153e688743018c94a2681 \
+    --hash=sha256:25a5f306095c6780c52e6bbb6109624b95c5b18e40aab1c3041da3e9e0cd3e2d \
+    --hash=sha256:31df6e2d3d8fc99f993fd253e97fae451a8db2e7207acf97859732273e108406 \
+    --hash=sha256:35ca289f712ccfc699508c4658a1d14652e8033e9b69839edf83cbdd0ba39e70 \
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+    --hash=sha256:525eab0b789891ac3be914d36893bdf972d483fe66551f79d3e27146191a37d4 \
+    --hash=sha256:52fb28f528778f184f870b7cf8f225f5eef0a8f6e3778529bdd40c7b3920796a \
+    --hash=sha256:5478c6962ad548b54a591778e93cd7c456a7a29f8eca9c49e4f9a806dcc5d638 \
+    --hash=sha256:59dfe1ed21aea057a65c6b586afd2a945de04fc7db3de0a6e3ed5397ad491b07 \
+    --hash=sha256:63b13cfd72e9601125027202cad74995ab26921d8cd935c25f09c630436348ff \
+    --hash=sha256:70b7fa6606c2881c1db9479b0eaa11ed5dfa11c8d60a474ff0e095099f39d98e \
+    --hash=sha256:7ab159b063c52a0333c884e4679f8d7a85112ee3078fe3d9004b2dd875585519 \
+    --hash=sha256:805e6b60c54bf766b251e94526ebad60b7de0c70f70a4e6210ee2891acb70bf2 \
+    --hash=sha256:94d87b689cdd831934fa3ce16cc15cd65748e6d689f5d2b8f4f4df2065c9fa20 \
+    --hash=sha256:9714398225f299aa85267fd222f7142fcb5c769e73d7733344efc46f2ef5cf89 \
+    --hash=sha256:982e6d21414e78e1f51cf595d7f321dcd14de1f2881c5dc6a6e23bbbbd68435e \
+    --hash=sha256:a6ba92c0bcdf96cbf43a12c717eae4bc98325ca3730f6b130ffa2e3c3c723d84 \
+    --hash=sha256:a7c2155f790e2fb448faed6dd241386719802296ec588a8b9051c1f5c481bc29 \
+    --hash=sha256:a93c194e2df18f7d264092dc8539b8ffb86b45b899ab976aa15d48214138e81b \
+    --hash=sha256:abfa5080c374a76a251ba60683242bc17eeb2c9818d0d30117b4486be10c59d3 \
+    --hash=sha256:ac10f2c4184420d881a3475fb2c6f4d95d53a8d50209a2500723d831036f7c45 \
+    --hash=sha256:b583904576650166b3d920d2bcce13971f6f9e9a396c673187f49811b2769dc7 \
+    --hash=sha256:b85c2530be953a890eaffde05485238f07029600e8f098cdf1848d414a8b45e4 \
+    --hash=sha256:b97c1e0bd37c5cd7902e65f410779d39eeda155800b65fc4d04cc432efa9bc6e \
+    --hash=sha256:bb26437975da7dc36b7efad18aa9dd4ea569d2357ae6b783bf1118dabd9ea577 \
+    --hash=sha256:bde01f35767c4a7899b7eb6e823b125a64de314a8ee9791367c9a34d56af18d0 \
+    --hash=sha256:bec9931dfb61ddd8ef2ebc05646293812cb6b16b60cf7c9511a832b6f1854b55 \
+    --hash=sha256:c36f9b6f5f8649bb251a5f3f66564438977b7ef8386a52460ae77e6070d309d9 \
+    --hash=sha256:e5364a4502efca094731680e80009632ad6624084aff9a23ce8c8c6820de3e51 \
+    --hash=sha256:f2a19f302cd1ce5dd01a9099aaa19cae6173306d1302a43b627f62e21cf18ac0 \
+    --hash=sha256:f9d1e379028e0fc2ae3654bac3cbbef81bf3fd571272a42d56c24007979bafb6 \
+    --hash=sha256:fdd6028445d2460f33136c55eeb1f601ab06d74cb3347132e1c24250187500d9
+requests==2.32.3 \
+    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
+    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
+rich==14.0.0 ; sys_platform != 'emscripten' \
+    --hash=sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0 \
+    --hash=sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725
+ruff==0.11.8 ; sys_platform != 'emscripten' \
+    --hash=sha256:0eba551324733efc76116d9f3a0d52946bc2751f0cd30661564117d6fd60897c \
+    --hash=sha256:161eb4cff5cfefdb6c9b8b3671d09f7def2f960cee33481dd898caf2bcd02304 \
+    --hash=sha256:258f3585057508d317610e8a412788cf726efeefa2fec4dba4001d9e6f90d46c \
+    --hash=sha256:304432e4c4a792e3da85b7699feb3426a0908ab98bf29df22a31b0cdd098fac2 \
+    --hash=sha256:3dca977cc4fc8f66e89900fa415ffe4dbc2e969da9d7a54bfca81a128c5ac219 \
+    --hash=sha256:4d9aaa91035bdf612c8ee7266153bcf16005c7c7e2f5878406911c92a31633cb \
+    --hash=sha256:5b18caa297a786465cc511d7f8be19226acf9c0a1127e06e736cd4e1878c3ea2 \
+    --hash=sha256:6d742d10626f9004b781f4558154bb226620a7242080e11caeffab1a40e99df8 \
+    --hash=sha256:6e70d11043bef637c5617297bdedec9632af15d53ac1e1ba29c448da9341b0c4 \
+    --hash=sha256:727d01702f7c30baed3fc3a34901a640001a2828c793525043c29f7614994a8c \
+    --hash=sha256:7f024d32e62faad0f76b2d6afd141b8c171515e4fb91ce9fd6464335c81244e5 \
+    --hash=sha256:896a37516c594805e34020c4a7546c8f8a234b679a7716a3f08197f38913e1a3 \
+    --hash=sha256:ab86d22d3d721a40dd3ecbb5e86ab03b2e053bc93c700dc68d1c3346b36ce835 \
+    --hash=sha256:c1dba3135ca503727aa4648152c0fa67c3b1385d3dc81c75cd8a229c4b2a1458 \
+    --hash=sha256:c657fa987d60b104d2be8b052d66da0a2a88f9bd1d66b2254333e84ea2720c7f \
+    --hash=sha256:d365618d3ad747432e1ae50d61775b78c055fee5936d77fb4d92c6f559741948 \
+    --hash=sha256:f2e74b021d0de5eceb8bd32919f6ff8a9b40ee62ed97becd44993ae5b9949474 \
+    --hash=sha256:f9b5ef39820abc0f2c62111f7045009e46b275f5b99d5e59dda113c39b7f4f38
+safehttpx==0.1.6 \
+    --hash=sha256:407cff0b410b071623087c63dd2080c3b44dc076888d8c5823c00d1e58cb381c \
+    --hash=sha256:b356bfc82cee3a24c395b94a2dbeabbed60aff1aa5fa3b5fe97c4f2456ebce42
+safetensors==0.5.3 \
+    --hash=sha256:1077f3e94182d72618357b04b5ced540ceb71c8a813d3319f1aba448e68a770d \
+    --hash=sha256:11bce6164887cd491ca75c2326a113ba934be596e22b28b1742ce27b1d076467 \
+    --hash=sha256:21d01c14ff6c415c485616b8b0bf961c46b3b343ca59110d38d744e577f9cce7 \
+    --hash=sha256:32c3ef2d7af8b9f52ff685ed0bc43913cdcde135089ae322ee576de93eae5135 \
+    --hash=sha256:37f1521be045e56fc2b54c606d4455573e717b2d887c579ee1dbba5f868ece04 \
+    --hash=sha256:391ac8cab7c829452175f871fcaf414aa1e292b5448bd02620f675a7f3e7abb9 \
+    --hash=sha256:4a243be3590bc3301c821da7a18d87224ef35cbd3e5f5727e4e0728b8172411e \
+    --hash=sha256:799021e78287bac619c7b3f3606730a22da4cda27759ddf55d37c8db7511c74b \
+    --hash=sha256:836cbbc320b47e80acd40e44c8682db0e8ad7123209f69b093def21ec7cafd11 \
+    --hash=sha256:8bd84b12b1670a6f8e50f01e28156422a2bc07fb16fc4e98bded13039d688a0d \
+    --hash=sha256:b6b0d6ecacec39a4fdd99cc19f4576f5219ce858e6fd8dbe7609df0b8dc56965 \
+    --hash=sha256:bd20eb133db8ed15b40110b7c00c6df51655a2998132193de2f75f72d99c7073 \
+    --hash=sha256:cead1fa41fc54b1e61089fa57452e8834f798cb1dc7a09ba3524f1eb08e0317a \
+    --hash=sha256:cfc0ec0846dcf6763b0ed3d1846ff36008c6e7290683b61616c4b040f6a54ace \
+    --hash=sha256:df26da01aaac504334644e1b7642fa000bfec820e7cef83aeac4e355e03195ff
+semantic-version==2.10.0 \
+    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
+    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
+setuptools==80.3.1 ; (python_full_version >= '3.12' and platform_machine != 'x86_64') or (python_full_version >= '3.12' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \
+    --hash=sha256:31e2c58dbb67c99c289f51c16d899afedae292b978f8051efaf6262d8212f927 \
+    --hash=sha256:ea8e00d7992054c4c592aeb892f6ad51fe1b4d90cc6947cc45c45717c40ec537
+shellingham==1.5.4 ; sys_platform != 'emscripten' \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
+    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
+starlette==0.46.2 \
+    --hash=sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35 \
+    --hash=sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5
+sympy==1.14.0 \
+    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tokenizers==0.21.1 \
+    --hash=sha256:0f0dcbcc9f6e13e675a66d7a5f2f225a736745ce484c1a4e07476a89ccdad382 \
+    --hash=sha256:1039a3a5734944e09de1d48761ade94e00d0fa760c0e0551151d4dd851ba63e3 \
+    --hash=sha256:28da6b72d4fb14ee200a1bd386ff74ade8992d7f725f2bde2c495a9a98cf4d9f \
+    --hash=sha256:2dd9a0061e403546f7377df940e866c3e678d7d4e9643d0461ea442b4f89e61a \
+    --hash=sha256:2fdbd4c067c60a0ac7eca14b6bd18a5bebace54eb757c706b47ea93204f7a37c \
+    --hash=sha256:34d8cfde551c9916cb92014e040806122295a6800914bab5865deb85623931cf \
+    --hash=sha256:9ac78b12e541d4ce67b4dfd970e44c060a2147b9b2a21f509566d556a509c67d \
+    --hash=sha256:a1bb04dc5b448985f86ecd4b05407f5a8d97cb2c0532199b2a302a604a0165ab \
+    --hash=sha256:a21a15d5c8e603331b8a59548bbe113564136dc0f5ad8306dd5033459a226da0 \
+    --hash=sha256:aaa852d23e125b73d283c98f007e06d4595732104b65402f46e8ef24b588d9f8 \
+    --hash=sha256:cd51cd0a91ecc801633829fcd1fda9cf8682ed3477c6243b9a095539de4aecf3 \
+    --hash=sha256:db9484aeb2e200c43b915a1a0150ea885e35f357a5a8fabf7373af333dcc8dbf \
+    --hash=sha256:e5a69c1a4496b81a5ee5d2c1f3f7fbdf95e90a0196101b0ee89ed9956b8a168f \
+    --hash=sha256:e78e413e9e668ad790a29456e677d9d3aa50a9ad311a40905d6861ba7692cf41 \
+    --hash=sha256:ed248ab5279e601a30a4d67bdb897ecbe955a50f1e7bb62bd99f07dd11c2f5b6
+tomlkit==0.13.2 \
+    --hash=sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde \
+    --hash=sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79
+torch==2.7.0 \
+    --hash=sha256:0a8d43caa342b9986101ec5feb5bbf1d86570b5caa01e9cb426378311258fdde \
+    --hash=sha256:15aab3e31c16feb12ae0a88dba3434a458874636f360c567caa6a91f6bfba481 \
+    --hash=sha256:176300ff5bc11a5f5b0784e40bde9e10a35c4ae9609beed96b4aeb46a27f5fae \
+    --hash=sha256:27f5007bdf45f7bb7af7f11d1828d5c2487e030690afb3d89a651fd7036a390e \
+    --hash=sha256:2a885fc25afefb6e6eb18a7d1e8bfa01cc153e92271d980a49243b250d5ab6d9 \
+    --hash=sha256:2b7813e904757b125faf1a9a3154e1d50381d539ced34da1992f52440567c156 \
+    --hash=sha256:30b7688a87239a7de83f269333651d8e582afffce6f591fff08c046f7787296e \
+    --hash=sha256:36a6368c7ace41ad1c0f69f18056020b6a5ca47bedaca9a2f3b578f5a104c26c \
+    --hash=sha256:434cf3b378340efc87c758f250e884f34460624c0523fe5c9b518d205c91dd1b \
+    --hash=sha256:58df8d5c2eeb81305760282b5069ea4442791a6bbf0c74d9069b7b3304ff8a37 \
+    --hash=sha256:868ccdc11798535b5727509480cd1d86d74220cfdc42842c4617338c1109a205 \
+    --hash=sha256:9b52347118116cf3dff2ab5a3c3dd97c719eb924ac658ca2a7335652076df708 \
+    --hash=sha256:d0ca446a93f474985d81dc866fcc8dccefb9460a29a456f79d99c29a78a66993 \
+    --hash=sha256:edad98dddd82220465b106506bb91ee5ce32bd075cddbcf2b443dfaa2cbd83bf \
+    --hash=sha256:f56d4b2510934e072bab3ab8987e00e60e1262fb238176168f5e0c43a1320c6d \
+    --hash=sha256:fd5cfbb4c3bbadd57ad1b27d56a28008f8d8753733411a140fcfb84d7f933a25
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
+    --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
+transformers==4.51.3 \
+    --hash=sha256:e292fcab3990c6defe6328f0f7d2004283ca81a7a07b2de9a46d67fd81ea1409 \
+    --hash=sha256:fd3279633ceb2b777013234bbf0b4f5c2d23c4626b05497691f00cfda55e8a83
+triton==3.3.0 ; platform_machine == 'x86_64' and sys_platform == 'linux' \
+    --hash=sha256:3161a2bf073d6b22c4e2f33f951f3e5e3001462b2570e6df9cd57565bdec2984 \
+    --hash=sha256:47bc87ad66fa4ef17968299acacecaab71ce40a238890acc6ad197c3abe2b8f1 \
+    --hash=sha256:b68c778f6c4218403a6bd01be7484f6dc9e20fe2083d22dd8aef33e3b87a10a3 \
+    --hash=sha256:ce4700fc14032af1e049005ae94ba908e71cd6c2df682239aed08e49bc71b742
+typer==0.15.3 ; sys_platform != 'emscripten' \
+    --hash=sha256:818873625d0569653438316567861899f7e9972f2e6e0c16dab608345ced713c \
+    --hash=sha256:c86a65ad77ca531f03de08d1b9cb67cd09ad02ddddf4b34745b5008f43b239bd
+typing-extensions==4.13.2 \
+    --hash=sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c \
+    --hash=sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef
+typing-inspection==0.4.0 \
+    --hash=sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f \
+    --hash=sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
+    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
+urllib3==2.4.0 \
+    --hash=sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466 \
+    --hash=sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813
+uvicorn==0.34.2 ; sys_platform != 'emscripten' \
+    --hash=sha256:0e929828f6186353a80b58ea719861d2629d766293b6d19baf086ba31d4f3328 \
+    --hash=sha256:deb49af569084536d269fe0a6d67e3754f104cf03aba7c11c40f01aadf33c403
+websockets==15.0.1 \
+    --hash=sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2 \
+    --hash=sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5 \
+    --hash=sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8 \
+    --hash=sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85 \
+    --hash=sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375 \
+    --hash=sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065 \
+    --hash=sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597 \
+    --hash=sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f \
+    --hash=sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3 \
+    --hash=sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf \
+    --hash=sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4 \
+    --hash=sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665 \
+    --hash=sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22 \
+    --hash=sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675 \
+    --hash=sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4 \
+    --hash=sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65 \
+    --hash=sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792 \
+    --hash=sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57 \
+    --hash=sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3 \
+    --hash=sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151 \
+    --hash=sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d \
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