alessandro trinca tornidor commited on
Commit
1e06d73
·
1 Parent(s): ca4f454

chore: update samgis_core@3,0.15 and other dependencies, use updated hash_calculate() in get_hash_array(), change logging typing to logging.Logger

Browse files
README.md CHANGED
@@ -1,5 +1,5 @@
1
  ---
2
- title: lisa + gradio + fastapi + ZeroGPU
3
  emoji: ⚡
4
  colorFrom: red
5
  colorTo: purple
 
1
  ---
2
+ title: lisa + gradio + fastapi + CUDA
3
  emoji: ⚡
4
  colorFrom: red
5
  colorTo: purple
lisa_on_cuda/utils/app_helpers.py CHANGED
@@ -126,7 +126,7 @@ def preprocess(
126
 
127
  def load_model_for_causal_llm_pretrained(
128
  version, torch_dtype, load_in_8bit, load_in_4bit, seg_token_idx, vision_tower,
129
- internal_logger: logging = None, device_map="auto", device="cuda"
130
  ):
131
  if internal_logger is None:
132
  internal_logger = app_logger
@@ -170,7 +170,7 @@ def load_model_for_causal_llm_pretrained(
170
  return _model
171
 
172
 
173
- def get_model(args_to_parse, internal_logger: logging = None, inference_decorator: Callable = None, device_map="auto", device="cpu", device2="cuda"):
174
  """Load model and inference function with arguments. Compatible with ZeroGPU (spaces 0.30.2)
175
 
176
  Args:
@@ -259,7 +259,7 @@ def get_model(args_to_parse, internal_logger: logging = None, inference_decorato
259
  return _model, _clip_image_processor, _tokenizer, _transform
260
 
261
 
262
- def prepare_model_vision_tower(_model, args_to_parse, torch_dtype, internal_logger: logging = None):
263
  if internal_logger is None:
264
  internal_logger = app_logger
265
  internal_logger.debug(f"start vision tower preparation, torch dtype:{torch_dtype}, args_to_parse:{args_to_parse}.")
@@ -476,8 +476,10 @@ def get_gradio_interface(
476
 
477
 
478
  def get_hash_array(embedding_key: str, arr: np.ndarray | torch.Tensor, model_logger: logging):
479
- from base64 import b64encode
480
- from hashlib import sha256
 
 
481
 
482
  model_logger.debug(f"embedding_key {embedding_key} is None? {embedding_key is None}.")
483
  if embedding_key is None:
@@ -487,9 +489,7 @@ def get_hash_array(embedding_key: str, arr: np.ndarray | torch.Tensor, model_log
487
  img2hash = arr.numpy(force=True)
488
  model_logger.debug("done Tensor converted back to numpy")
489
  model_logger.debug("start image hashing")
490
- img2hash_fn = sha256(img2hash)
491
- embedding_key = b64encode(img2hash_fn.digest())
492
- embedding_key = embedding_key.decode("utf-8")
493
  model_logger.debug(f"done image hashing, now embedding_key is {embedding_key}.")
494
  return embedding_key
495
 
 
126
 
127
  def load_model_for_causal_llm_pretrained(
128
  version, torch_dtype, load_in_8bit, load_in_4bit, seg_token_idx, vision_tower,
129
+ internal_logger: logging.Logger = None, device_map="auto", device="cuda"
130
  ):
131
  if internal_logger is None:
132
  internal_logger = app_logger
 
170
  return _model
171
 
172
 
173
+ def get_model(args_to_parse, internal_logger: logging.Logger = None, inference_decorator: Callable = None, device_map="auto", device="cpu", device2="cuda"):
174
  """Load model and inference function with arguments. Compatible with ZeroGPU (spaces 0.30.2)
175
 
176
  Args:
 
259
  return _model, _clip_image_processor, _tokenizer, _transform
260
 
261
 
262
+ def prepare_model_vision_tower(_model, args_to_parse, torch_dtype, internal_logger: logging.Logger = None):
263
  if internal_logger is None:
264
  internal_logger = app_logger
265
  internal_logger.debug(f"start vision tower preparation, torch dtype:{torch_dtype}, args_to_parse:{args_to_parse}.")
 
476
 
477
 
478
  def get_hash_array(embedding_key: str, arr: np.ndarray | torch.Tensor, model_logger: logging):
479
+ from samgis_core.utilities import utilities
480
+
481
+ if model_logger is None:
482
+ model_logger = app_logger
483
 
484
  model_logger.debug(f"embedding_key {embedding_key} is None? {embedding_key is None}.")
485
  if embedding_key is None:
 
489
  img2hash = arr.numpy(force=True)
490
  model_logger.debug("done Tensor converted back to numpy")
491
  model_logger.debug("start image hashing")
492
+ embedding_key = utilities.hash_calculate(img2hash, is_file=False)
 
 
493
  model_logger.debug(f"done image hashing, now embedding_key is {embedding_key}.")
494
  return embedding_key
495
 
poetry.lock CHANGED
@@ -77,17 +77,22 @@ trio = ["trio (>=0.26.1)"]
77
 
78
  [[package]]
79
  name = "bitsandbytes"
80
- version = "0.42.0"
81
  description = "k-bit optimizers and matrix multiplication routines."
82
  optional = false
83
  python-versions = "*"
84
  files = [
85
- {file = "bitsandbytes-0.42.0-py3-none-any.whl", hash = "sha256:63798680912cc63bb77b535a2d0860af024e290a52e157f777ad2a52e2585967"},
86
- {file = "bitsandbytes-0.42.0.tar.gz", hash = "sha256:fc1505f184f0d275766f2a6c663f1a43b734c1409b5c5a406f3a6073d9f329fd"},
87
  ]
88
 
89
  [package.dependencies]
90
- scipy = "*"
 
 
 
 
 
91
 
92
  [[package]]
93
  name = "bson"
@@ -416,26 +421,6 @@ files = [
416
  {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
417
  ]
418
 
419
- [[package]]
420
- name = "dnspython"
421
- version = "2.7.0"
422
- description = "DNS toolkit"
423
- optional = false
424
- python-versions = ">=3.9"
425
- files = [
426
- {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"},
427
- {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
428
- ]
429
-
430
- [package.extras]
431
- dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
432
- dnssec = ["cryptography (>=43)"]
433
- doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
434
- doq = ["aioquic (>=1.0.0)"]
435
- idna = ["idna (>=3.7)"]
436
- trio = ["trio (>=0.23)"]
437
- wmi = ["wmi (>=1.5.1)"]
438
-
439
  [[package]]
440
  name = "einops"
441
  version = "0.8.0"
@@ -447,21 +432,6 @@ files = [
447
  {file = "einops-0.8.0.tar.gz", hash = "sha256:63486517fed345712a8385c100cb279108d9d47e6ae59099b07657e983deae85"},
448
  ]
449
 
450
- [[package]]
451
- name = "email-validator"
452
- version = "2.2.0"
453
- description = "A robust email address syntax and deliverability validation library."
454
- optional = false
455
- python-versions = ">=3.8"
456
- files = [
457
- {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
458
- {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
459
- ]
460
-
461
- [package.dependencies]
462
- dnspython = ">=2.0.0"
463
- idna = ">=2.0.0"
464
-
465
  [[package]]
466
  name = "exceptiongroup"
467
  version = "1.2.2"
@@ -478,47 +448,23 @@ test = ["pytest (>=6)"]
478
 
479
  [[package]]
480
  name = "fastapi"
481
- version = "0.111.1"
482
  description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
483
  optional = false
484
  python-versions = ">=3.8"
485
  files = [
486
- {file = "fastapi-0.111.1-py3-none-any.whl", hash = "sha256:4f51cfa25d72f9fbc3280832e84b32494cf186f50158d364a8765aabf22587bf"},
487
- {file = "fastapi-0.111.1.tar.gz", hash = "sha256:ddd1ac34cb1f76c2e2d7f8545a4bcb5463bce4834e81abf0b189e0c359ab2413"},
488
  ]
489
 
490
  [package.dependencies]
491
- email_validator = ">=2.0.0"
492
- fastapi-cli = ">=0.0.2"
493
- httpx = ">=0.23.0"
494
- jinja2 = ">=2.11.2"
495
  pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
496
- python-multipart = ">=0.0.7"
497
- starlette = ">=0.37.2,<0.38.0"
498
  typing-extensions = ">=4.8.0"
499
- uvicorn = {version = ">=0.12.0", extras = ["standard"]}
500
-
501
- [package.extras]
502
- all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
503
-
504
- [[package]]
505
- name = "fastapi-cli"
506
- version = "0.0.7"
507
- description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
508
- optional = false
509
- python-versions = ">=3.8"
510
- files = [
511
- {file = "fastapi_cli-0.0.7-py3-none-any.whl", hash = "sha256:d549368ff584b2804336c61f192d86ddea080c11255f375959627911944804f4"},
512
- {file = "fastapi_cli-0.0.7.tar.gz", hash = "sha256:02b3b65956f526412515907a0793c9094abd4bfb5457b389f645b0ea6ba3605e"},
513
- ]
514
-
515
- [package.dependencies]
516
- rich-toolkit = ">=0.11.1"
517
- typer = ">=0.12.3"
518
- uvicorn = {version = ">=0.15.0", extras = ["standard"]}
519
 
520
  [package.extras]
521
- standard = ["uvicorn[standard] (>=0.15.0)"]
 
522
 
523
  [[package]]
524
  name = "ffmpy"
@@ -661,21 +607,20 @@ tqdm = ["tqdm"]
661
 
662
  [[package]]
663
  name = "gradio"
664
- version = "5.1.0"
665
  description = "Python library for easily interacting with trained machine learning models"
666
  optional = false
667
  python-versions = ">=3.10"
668
  files = [
669
- {file = "gradio-5.1.0-py3-none-any.whl", hash = "sha256:2a63799e0b6af105a6fb7895341b2594277d75cb83e8509a4fcdca09f2de070a"},
670
- {file = "gradio-5.1.0.tar.gz", hash = "sha256:d2153668e6de2df7a01bb33f01a074fc7716ec863c40f472d8e439439ef1e153"},
671
  ]
672
 
673
  [package.dependencies]
674
  aiofiles = ">=22.0,<24.0"
675
  anyio = ">=3.0,<5.0"
676
- fastapi = "<1.0"
677
  ffmpy = "*"
678
- gradio-client = "1.4.0"
679
  httpx = ">=0.24.1"
680
  huggingface-hub = ">=0.25.1"
681
  jinja2 = "<4.0"
@@ -684,14 +629,16 @@ numpy = ">=1.0,<3.0"
684
  orjson = ">=3.0,<4.0"
685
  packaging = "*"
686
  pandas = ">=1.0,<3.0"
687
- pillow = ">=8.0,<11.0"
688
  pydantic = ">=2.0"
689
  pydub = "*"
690
- python-multipart = ">=0.0.9"
691
  pyyaml = ">=5.0,<7.0"
692
  ruff = {version = ">=0.2.2", markers = "sys_platform != \"emscripten\""}
 
693
  semantic-version = ">=2.0,<3.0"
694
- tomlkit = "0.12.0"
 
695
  typer = {version = ">=0.12,<1.0", markers = "sys_platform != \"emscripten\""}
696
  typing-extensions = ">=4.0,<5.0"
697
  urllib3 = {version = ">=2.0,<3.0", markers = "sys_platform == \"emscripten\""}
@@ -702,13 +649,13 @@ oauth = ["authlib", "itsdangerous"]
702
 
703
  [[package]]
704
  name = "gradio-client"
705
- version = "1.4.0"
706
  description = "Python library for easily interacting with trained machine learning models"
707
  optional = false
708
  python-versions = ">=3.10"
709
  files = [
710
- {file = "gradio_client-1.4.0-py3-none-any.whl", hash = "sha256:6cd0f2c7b83fbab1db904e577c19bccc518dc7a2e8ea02cf3e13f8a9510d83f7"},
711
- {file = "gradio_client-1.4.0.tar.gz", hash = "sha256:bb24af01176774122f0c35e9a18f51047a22b457e6d667ba3cd7c7dfae17cd8d"},
712
  ]
713
 
714
  [package.dependencies]
@@ -717,7 +664,7 @@ httpx = ">=0.24.1"
717
  huggingface-hub = ">=0.19.3"
718
  packaging = "*"
719
  typing-extensions = ">=4.0,<5.0"
720
- websockets = ">=10.0,<13.0"
721
 
722
  [[package]]
723
  name = "h11"
@@ -751,61 +698,6 @@ http2 = ["h2 (>=3,<5)"]
751
  socks = ["socksio (==1.*)"]
752
  trio = ["trio (>=0.22.0,<1.0)"]
753
 
754
- [[package]]
755
- name = "httptools"
756
- version = "0.6.4"
757
- description = "A collection of framework independent HTTP protocol utils."
758
- optional = false
759
- python-versions = ">=3.8.0"
760
- files = [
761
- {file = "httptools-0.6.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3c73ce323711a6ffb0d247dcd5a550b8babf0f757e86a52558fe5b86d6fefcc0"},
762
- {file = "httptools-0.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:345c288418f0944a6fe67be8e6afa9262b18c7626c3ef3c28adc5eabc06a68da"},
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805
-
806
- [package.extras]
807
- test = ["Cython (>=0.29.24)"]
808
-
809
  [[package]]
810
  name = "httpx"
811
  version = "0.28.1"
@@ -1577,18 +1469,18 @@ realtime = ["websockets (>=13,<15)"]
1577
 
1578
  [[package]]
1579
  name = "opencv-python-headless"
1580
- version = "4.8.1.78"
1581
  description = "Wrapper package for OpenCV python bindings."
1582
  optional = false
1583
  python-versions = ">=3.6"
1584
  files = [
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1592
  ]
1593
 
1594
  [package.dependencies]
@@ -1809,95 +1701,90 @@ test = ["black", "datasets", "diffusers (<0.21.0)", "hf-doc-builder", "parameter
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1810
  [[package]]
1811
  name = "pillow"
1812
- version = "10.4.0"
1813
  description = "Python Imaging Library (Fork)"
1814
  optional = false
1815
- python-versions = ">=3.8"
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- {file = "pillow-10.4.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5b4815f2e65b30f5fbae9dfffa8636d992d49705723fe86a3661806e069352d4"},
1883
- {file = "pillow-10.4.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:8f0aef4ef59694b12cadee839e2ba6afeab89c0f39a3adc02ed51d109117b8da"},
1884
- {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f4727572e2918acaa9077c919cbbeb73bd2b3ebcfe033b72f858fc9fbef0026"},
1885
- {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e"},
1886
- {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:dc3e2db6ba09ffd7d02ae9141cfa0ae23393ee7687248d46a7507b75d610f4f5"},
1887
- {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:02a2be69f9c9b8c1e97cf2713e789d4e398c751ecfd9967c18d0ce304efbf885"},
1888
- {file = "pillow-10.4.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5"},
1889
- {file = "pillow-10.4.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:a02364621fe369e06200d4a16558e056fe2805d3468350df3aef21e00d26214b"},
1890
- {file = "pillow-10.4.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:1b5dea9831a90e9d0721ec417a80d4cbd7022093ac38a568db2dd78363b00908"},
1891
- {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b885f89040bb8c4a1573566bbb2f44f5c505ef6e74cec7ab9068c900047f04b"},
1892
- {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8"},
1893
- {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a"},
1894
- {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27"},
1895
- {file = "pillow-10.4.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3"},
1896
- {file = "pillow-10.4.0.tar.gz", hash = "sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06"},
1897
  ]
1898
 
1899
  [package.extras]
1900
- docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
1901
  fpx = ["olefile"]
1902
  mic = ["olefile"]
1903
  tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
@@ -2184,17 +2071,17 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments
2184
 
2185
  [[package]]
2186
  name = "pytest-cov"
2187
- version = "5.0.0"
2188
  description = "Pytest plugin for measuring coverage."
2189
  optional = false
2190
- python-versions = ">=3.8"
2191
  files = [
2192
- {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
2193
- {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"},
2194
  ]
2195
 
2196
  [package.dependencies]
2197
- coverage = {version = ">=5.2.1", extras = ["toml"]}
2198
  pytest = ">=4.6"
2199
 
2200
  [package.extras]
@@ -2455,22 +2342,6 @@ typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.1
2455
  [package.extras]
2456
  jupyter = ["ipywidgets (>=7.5.1,<9)"]
2457
 
2458
- [[package]]
2459
- name = "rich-toolkit"
2460
- version = "0.12.0"
2461
- description = "Rich toolkit for building command-line applications"
2462
- optional = false
2463
- python-versions = ">=3.8"
2464
- files = [
2465
- {file = "rich_toolkit-0.12.0-py3-none-any.whl", hash = "sha256:a2da4416384410ae871e890db7edf8623e1f5e983341dbbc8cc03603ce24f0ab"},
2466
- {file = "rich_toolkit-0.12.0.tar.gz", hash = "sha256:facb0b40418010309f77abd44e2583b4936656f6ee5c8625da807564806a6c40"},
2467
- ]
2468
-
2469
- [package.dependencies]
2470
- click = ">=8.1.7"
2471
- rich = ">=13.7.1"
2472
- typing-extensions = ">=4.12.2"
2473
-
2474
  [[package]]
2475
  name = "ruff"
2476
  version = "0.8.4"
@@ -2498,6 +2369,23 @@ files = [
2498
  {file = "ruff-0.8.4.tar.gz", hash = "sha256:0d5f89f254836799af1615798caa5f80b7f935d7a670fad66c5007928e57ace8"},
2499
  ]
2500
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2501
  [[package]]
2502
  name = "safetensors"
2503
  version = "0.4.5"
@@ -2632,13 +2520,13 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
2632
 
2633
  [[package]]
2634
  name = "samgis-core"
2635
- version = "3.0.13"
2636
  description = "SamGIS CORE"
2637
  optional = false
2638
  python-versions = "<3.12,>=3.10"
2639
  files = [
2640
- {file = "samgis_core-3.0.13-py3-none-any.whl", hash = "sha256:d6fbaacf53fbcf4f23c834ef3d5e2a656d0c3c2033dafc593fe1808796fc9e24"},
2641
- {file = "samgis_core-3.0.13.tar.gz", hash = "sha256:227721a56cb96b004afa61f1cbd3af135149801e7689c50de40a86edd0abf493"},
2642
  ]
2643
 
2644
  [package.dependencies]
@@ -2647,7 +2535,7 @@ numpy = [
2647
  {version = "1.25.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
2648
  {version = ">=1.26,<2.0", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
2649
  ]
2650
- pillow = ">=10.4.0,<11.0.0"
2651
  python-dotenv = ">=1.0.1,<2.0.0"
2652
  structlog = ">=24.4.0,<25.0.0"
2653
 
@@ -2844,13 +2732,13 @@ typing-extensions = ">=4,<5"
2844
 
2845
  [[package]]
2846
  name = "starlette"
2847
- version = "0.37.2"
2848
  description = "The little ASGI library that shines."
2849
  optional = false
2850
  python-versions = ">=3.8"
2851
  files = [
2852
- {file = "starlette-0.37.2-py3-none-any.whl", hash = "sha256:6fe59f29268538e5d0d182f2791a479a0c64638e6935d1c6989e63fb2699c6ee"},
2853
- {file = "starlette-0.37.2.tar.gz", hash = "sha256:9af890290133b79fc3db55474ade20f6220a364a0402e0b556e7cd5e1e093823"},
2854
  ]
2855
 
2856
  [package.dependencies]
@@ -2990,13 +2878,13 @@ files = [
2990
 
2991
  [[package]]
2992
  name = "tomlkit"
2993
- version = "0.12.0"
2994
  description = "Style preserving TOML library"
2995
  optional = false
2996
- python-versions = ">=3.7"
2997
  files = [
2998
- {file = "tomlkit-0.12.0-py3-none-any.whl", hash = "sha256:926f1f37a1587c7a4f6c7484dae538f1345d96d793d9adab5d3675957b1d0766"},
2999
- {file = "tomlkit-0.12.0.tar.gz", hash = "sha256:01f0477981119c7d8ee0f67ebe0297a7c95b14cf9f4b102b45486deb77018716"},
3000
  ]
3001
 
3002
  [[package]]
@@ -3276,235 +3164,91 @@ files = [
3276
 
3277
  [package.dependencies]
3278
  click = ">=7.0"
3279
- colorama = {version = ">=0.4", optional = true, markers = "sys_platform == \"win32\" and extra == \"standard\""}
3280
  h11 = ">=0.8"
3281
- httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""}
3282
- python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
3283
- pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
3284
  typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
3285
- uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
3286
- watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
3287
- websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
3288
 
3289
  [package.extras]
3290
  standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
3291
 
3292
- [[package]]
3293
- name = "uvloop"
3294
- version = "0.21.0"
3295
- description = "Fast implementation of asyncio event loop on top of libuv"
3296
- optional = false
3297
- python-versions = ">=3.8.0"
3298
- files = [
3299
- {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"},
3300
- {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"},
3301
- {file = "uvloop-0.21.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f38b2e090258d051d68a5b14d1da7203a3c3677321cf32a95a6f4db4dd8b6f26"},
3302
- {file = "uvloop-0.21.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87c43e0f13022b998eb9b973b5e97200c8b90823454d4bc06ab33829e09fb9bb"},
3303
- {file = "uvloop-0.21.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:10d66943def5fcb6e7b37310eb6b5639fd2ccbc38df1177262b0640c3ca68c1f"},
3304
- {file = "uvloop-0.21.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:67dd654b8ca23aed0a8e99010b4c34aca62f4b7fce88f39d452ed7622c94845c"},
3305
- {file = "uvloop-0.21.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c0f3fa6200b3108919f8bdabb9a7f87f20e7097ea3c543754cabc7d717d95cf8"},
3306
- {file = "uvloop-0.21.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0878c2640cf341b269b7e128b1a5fed890adc4455513ca710d77d5e93aa6d6a0"},
3307
- {file = "uvloop-0.21.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9fb766bb57b7388745d8bcc53a359b116b8a04c83a2288069809d2b3466c37e"},
3308
- {file = "uvloop-0.21.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a375441696e2eda1c43c44ccb66e04d61ceeffcd76e4929e527b7fa401b90fb"},
3309
- {file = "uvloop-0.21.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:baa0e6291d91649c6ba4ed4b2f982f9fa165b5bbd50a9e203c416a2797bab3c6"},
3310
- {file = "uvloop-0.21.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4509360fcc4c3bd2c70d87573ad472de40c13387f5fda8cb58350a1d7475e58d"},
3311
- {file = "uvloop-0.21.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:359ec2c888397b9e592a889c4d72ba3d6befba8b2bb01743f72fffbde663b59c"},
3312
- {file = "uvloop-0.21.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f7089d2dc73179ce5ac255bdf37c236a9f914b264825fdaacaded6990a7fb4c2"},
3313
- {file = "uvloop-0.21.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baa4dcdbd9ae0a372f2167a207cd98c9f9a1ea1188a8a526431eef2f8116cc8d"},
3314
- {file = "uvloop-0.21.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86975dca1c773a2c9864f4c52c5a55631038e387b47eaf56210f873887b6c8dc"},
3315
- {file = "uvloop-0.21.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:461d9ae6660fbbafedd07559c6a2e57cd553b34b0065b6550685f6653a98c1cb"},
3316
- {file = "uvloop-0.21.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:183aef7c8730e54c9a3ee3227464daed66e37ba13040bb3f350bc2ddc040f22f"},
3317
- {file = "uvloop-0.21.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bfd55dfcc2a512316e65f16e503e9e450cab148ef11df4e4e679b5e8253a5281"},
3318
- {file = "uvloop-0.21.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:787ae31ad8a2856fc4e7c095341cccc7209bd657d0e71ad0dc2ea83c4a6fa8af"},
3319
- {file = "uvloop-0.21.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5ee4d4ef48036ff6e5cfffb09dd192c7a5027153948d85b8da7ff705065bacc6"},
3320
- {file = "uvloop-0.21.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f3df876acd7ec037a3d005b3ab85a7e4110422e4d9c1571d4fc89b0fc41b6816"},
3321
- {file = "uvloop-0.21.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bd53ecc9a0f3d87ab847503c2e1552b690362e005ab54e8a48ba97da3924c0dc"},
3322
- {file = "uvloop-0.21.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a5c39f217ab3c663dc699c04cbd50c13813e31d917642d459fdcec07555cc553"},
3323
- {file = "uvloop-0.21.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:17df489689befc72c39a08359efac29bbee8eee5209650d4b9f34df73d22e414"},
3324
- {file = "uvloop-0.21.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bc09f0ff191e61c2d592a752423c767b4ebb2986daa9ed62908e2b1b9a9ae206"},
3325
- {file = "uvloop-0.21.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f0ce1b49560b1d2d8a2977e3ba4afb2414fb46b86a1b64056bc4ab929efdafbe"},
3326
- {file = "uvloop-0.21.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e678ad6fe52af2c58d2ae3c73dc85524ba8abe637f134bf3564ed07f555c5e79"},
3327
- {file = "uvloop-0.21.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:460def4412e473896ef179a1671b40c039c7012184b627898eea5072ef6f017a"},
3328
- {file = "uvloop-0.21.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:10da8046cc4a8f12c91a1c39d1dd1585c41162a15caaef165c2174db9ef18bdc"},
3329
- {file = "uvloop-0.21.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c097078b8031190c934ed0ebfee8cc5f9ba9642e6eb88322b9958b649750f72b"},
3330
- {file = "uvloop-0.21.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:46923b0b5ee7fc0020bef24afe7836cb068f5050ca04caf6b487c513dc1a20b2"},
3331
- {file = "uvloop-0.21.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:53e420a3afe22cdcf2a0f4846e377d16e718bc70103d7088a4f7623567ba5fb0"},
3332
- {file = "uvloop-0.21.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:88cb67cdbc0e483da00af0b2c3cdad4b7c61ceb1ee0f33fe00e09c81e3a6cb75"},
3333
- {file = "uvloop-0.21.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:221f4f2a1f46032b403bf3be628011caf75428ee3cc204a22addf96f586b19fd"},
3334
- {file = "uvloop-0.21.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:2d1f581393673ce119355d56da84fe1dd9d2bb8b3d13ce792524e1607139feff"},
3335
- {file = "uvloop-0.21.0.tar.gz", hash = "sha256:3bf12b0fda68447806a7ad847bfa591613177275d35b6724b1ee573faa3704e3"},
3336
- ]
3337
-
3338
- [package.extras]
3339
- dev = ["Cython (>=3.0,<4.0)", "setuptools (>=60)"]
3340
- docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
3341
- test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
3342
-
3343
- [[package]]
3344
- name = "watchfiles"
3345
- version = "1.0.3"
3346
- description = "Simple, modern and high performance file watching and code reload in python."
3347
- optional = false
3348
- python-versions = ">=3.9"
3349
- files = [
3350
- {file = "watchfiles-1.0.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:1da46bb1eefb5a37a8fb6fd52ad5d14822d67c498d99bda8754222396164ae42"},
3351
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  name = "websockets"
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3458
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3459
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3460
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3461
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3462
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3463
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3464
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3465
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3466
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3467
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3468
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3469
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3470
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3471
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3472
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3473
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3474
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3475
- {file = "websockets-12.0-cp38-cp38-win32.whl", hash = "sha256:3c6cc1360c10c17463aadd29dd3af332d4a1adaa8796f6b0e9f9df1fdb0bad62"},
3476
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3477
- {file = "websockets-12.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:ab3d732ad50a4fbd04a4490ef08acd0517b6ae6b77eb967251f4c263011a990d"},
3478
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3479
- {file = "websockets-12.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1df2fbd2c8a98d38a66f5238484405b8d1d16f929bb7a33ed73e4801222a6f53"},
3480
- {file = "websockets-12.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23509452b3bc38e3a057382c2e941d5ac2e01e251acce7adc74011d7d8de434c"},
3481
- {file = "websockets-12.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2e5fc14ec6ea568200ea4ef46545073da81900a2b67b3e666f04adf53ad452ec"},
3482
- {file = "websockets-12.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:46e71dbbd12850224243f5d2aeec90f0aaa0f2dde5aeeb8fc8df21e04d99eff9"},
3483
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3484
- {file = "websockets-12.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a02413bc474feda2849c59ed2dfb2cddb4cd3d2f03a2fedec51d6e959d9b608b"},
3485
- {file = "websockets-12.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:bbe6013f9f791944ed31ca08b077e26249309639313fff132bfbf3ba105673b9"},
3486
- {file = "websockets-12.0-cp39-cp39-win32.whl", hash = "sha256:cbe83a6bbdf207ff0541de01e11904827540aa069293696dd528a6640bd6a5f6"},
3487
- {file = "websockets-12.0-cp39-cp39-win_amd64.whl", hash = "sha256:fc4e7fa5414512b481a2483775a8e8be7803a35b30ca805afa4998a84f9fd9e8"},
3488
- {file = "websockets-12.0-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:248d8e2446e13c1d4326e0a6a4e9629cb13a11195051a73acf414812700badbd"},
3489
- {file = "websockets-12.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f44069528d45a933997a6fef143030d8ca8042f0dfaad753e2906398290e2870"},
3490
- {file = "websockets-12.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c4e37d36f0d19f0a4413d3e18c0d03d0c268ada2061868c1e6f5ab1a6d575077"},
3491
- {file = "websockets-12.0-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d829f975fc2e527a3ef2f9c8f25e553eb7bc779c6665e8e1d52aa22800bb38b"},
3492
- {file = "websockets-12.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:2c71bd45a777433dd9113847af751aae36e448bc6b8c361a566cb043eda6ec30"},
3493
- {file = "websockets-12.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:0bee75f400895aef54157b36ed6d3b308fcab62e5260703add87f44cee9c82a6"},
3494
- {file = "websockets-12.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:423fc1ed29f7512fceb727e2d2aecb952c46aa34895e9ed96071821309951123"},
3495
- {file = "websockets-12.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:27a5e9964ef509016759f2ef3f2c1e13f403725a5e6a1775555994966a66e931"},
3496
- {file = "websockets-12.0-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3181df4583c4d3994d31fb235dc681d2aaad744fbdbf94c4802485ececdecf2"},
3497
- {file = "websockets-12.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:b067cb952ce8bf40115f6c19f478dc71c5e719b7fbaa511359795dfd9d1a6468"},
3498
- {file = "websockets-12.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:00700340c6c7ab788f176d118775202aadea7602c5cc6be6ae127761c16d6b0b"},
3499
- {file = "websockets-12.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e469d01137942849cff40517c97a30a93ae79917752b34029f0ec72df6b46399"},
3500
- {file = "websockets-12.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffefa1374cd508d633646d51a8e9277763a9b78ae71324183693959cf94635a7"},
3501
- {file = "websockets-12.0-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba0cab91b3956dfa9f512147860783a1829a8d905ee218a9837c18f683239611"},
3502
- {file = "websockets-12.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2cb388a5bfb56df4d9a406783b7f9dbefb888c09b71629351cc6b036e9259370"},
3503
- {file = "websockets-12.0-py3-none-any.whl", hash = "sha256:dc284bbc8d7c78a6c69e0c7325ab46ee5e40bb4d50e494d8131a07ef47500e9e"},
3504
- {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
3505
  ]
3506
 
3507
  [metadata]
3508
  lock-version = "2.0"
3509
  python-versions = ">=3.10, <3.12"
3510
- content-hash = "97f2cb06511ff01245e4a09d51eb0c7ee2f90e1269f01d8c8d73490e178c2153"
 
77
 
78
  [[package]]
79
  name = "bitsandbytes"
80
+ version = "0.43.0"
81
  description = "k-bit optimizers and matrix multiplication routines."
82
  optional = false
83
  python-versions = "*"
84
  files = [
85
+ {file = "bitsandbytes-0.43.0-py3-none-manylinux_2_24_x86_64.whl", hash = "sha256:b2626ada0ae447ae0cf3dd0be8f5b0abad7abdec7056c7fb738aa13a5a862007"},
86
+ {file = "bitsandbytes-0.43.0-py3-none-win_amd64.whl", hash = "sha256:6fa7f3255fe9f3e549fb110bc60794079761a4e608b5fb86ebe7b4047467dd99"},
87
  ]
88
 
89
  [package.dependencies]
90
+ numpy = "*"
91
+ torch = "*"
92
+
93
+ [package.extras]
94
+ benchmark = ["matplotlib", "pandas"]
95
+ test = ["scipy"]
96
 
97
  [[package]]
98
  name = "bson"
 
421
  {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
422
  ]
423
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
424
  [[package]]
425
  name = "einops"
426
  version = "0.8.0"
 
432
  {file = "einops-0.8.0.tar.gz", hash = "sha256:63486517fed345712a8385c100cb279108d9d47e6ae59099b07657e983deae85"},
433
  ]
434
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
435
  [[package]]
436
  name = "exceptiongroup"
437
  version = "1.2.2"
 
448
 
449
  [[package]]
450
  name = "fastapi"
451
+ version = "0.115.6"
452
  description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
453
  optional = false
454
  python-versions = ">=3.8"
455
  files = [
456
+ {file = "fastapi-0.115.6-py3-none-any.whl", hash = "sha256:e9240b29e36fa8f4bb7290316988e90c381e5092e0cbe84e7818cc3713bcf305"},
457
+ {file = "fastapi-0.115.6.tar.gz", hash = "sha256:9ec46f7addc14ea472958a96aae5b5de65f39721a46aaf5705c480d9a8b76654"},
458
  ]
459
 
460
  [package.dependencies]
 
 
 
 
461
  pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
462
+ starlette = ">=0.40.0,<0.42.0"
 
463
  typing-extensions = ">=4.8.0"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
464
 
465
  [package.extras]
466
+ all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
467
+ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=2.11.2)", "python-multipart (>=0.0.7)", "uvicorn[standard] (>=0.12.0)"]
468
 
469
  [[package]]
470
  name = "ffmpy"
 
607
 
608
  [[package]]
609
  name = "gradio"
610
+ version = "5.9.1"
611
  description = "Python library for easily interacting with trained machine learning models"
612
  optional = false
613
  python-versions = ">=3.10"
614
  files = [
615
+ {file = "gradio-5.9.1-py3-none-any.whl", hash = "sha256:de5e522d39b804c448e9ee4d19c92cd8864233390638b54c0c5daa1ba6d0da61"},
 
616
  ]
617
 
618
  [package.dependencies]
619
  aiofiles = ">=22.0,<24.0"
620
  anyio = ">=3.0,<5.0"
621
+ fastapi = ">=0.115.2,<1.0"
622
  ffmpy = "*"
623
+ gradio-client = "1.5.2"
624
  httpx = ">=0.24.1"
625
  huggingface-hub = ">=0.25.1"
626
  jinja2 = "<4.0"
 
629
  orjson = ">=3.0,<4.0"
630
  packaging = "*"
631
  pandas = ">=1.0,<3.0"
632
+ pillow = ">=8.0,<12.0"
633
  pydantic = ">=2.0"
634
  pydub = "*"
635
+ python-multipart = ">=0.0.18"
636
  pyyaml = ">=5.0,<7.0"
637
  ruff = {version = ">=0.2.2", markers = "sys_platform != \"emscripten\""}
638
+ safehttpx = ">=0.1.6,<0.2.0"
639
  semantic-version = ">=2.0,<3.0"
640
+ starlette = {version = ">=0.40.0,<1.0", markers = "sys_platform != \"emscripten\""}
641
+ tomlkit = ">=0.12.0,<0.14.0"
642
  typer = {version = ">=0.12,<1.0", markers = "sys_platform != \"emscripten\""}
643
  typing-extensions = ">=4.0,<5.0"
644
  urllib3 = {version = ">=2.0,<3.0", markers = "sys_platform == \"emscripten\""}
 
649
 
650
  [[package]]
651
  name = "gradio-client"
652
+ version = "1.5.2"
653
  description = "Python library for easily interacting with trained machine learning models"
654
  optional = false
655
  python-versions = ">=3.10"
656
  files = [
657
+ {file = "gradio_client-1.5.2-py3-none-any.whl", hash = "sha256:e25615059e540247724856fef15b3974cc9290b158356d4e541b0105c0342514"},
658
+ {file = "gradio_client-1.5.2.tar.gz", hash = "sha256:96693ed7d28558ad730ada1045c50182bfc49987aa2104f56c168886d4ad2635"},
659
  ]
660
 
661
  [package.dependencies]
 
664
  huggingface-hub = ">=0.19.3"
665
  packaging = "*"
666
  typing-extensions = ">=4.0,<5.0"
667
+ websockets = ">=10.0,<15.0"
668
 
669
  [[package]]
670
  name = "h11"
 
698
  socks = ["socksio (==1.*)"]
699
  trio = ["trio (>=0.22.0,<1.0)"]
700
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
701
  [[package]]
702
  name = "httpx"
703
  version = "0.28.1"
 
1469
 
1470
  [[package]]
1471
  name = "opencv-python-headless"
1472
+ version = "4.10.0.84"
1473
  description = "Wrapper package for OpenCV python bindings."
1474
  optional = false
1475
  python-versions = ">=3.6"
1476
  files = [
1477
+ {file = "opencv-python-headless-4.10.0.84.tar.gz", hash = "sha256:f2017c6101d7c2ef8d7bc3b414c37ff7f54d64413a1847d89970b6b7069b4e1a"},
1478
+ {file = "opencv_python_headless-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:a4f4bcb07d8f8a7704d9c8564c224c8b064c63f430e95b61ac0bffaa374d330e"},
1479
+ {file = "opencv_python_headless-4.10.0.84-cp37-abi3-macosx_12_0_x86_64.whl", hash = "sha256:5ae454ebac0eb0a0b932e3406370aaf4212e6a3fdb5038cc86c7aea15a6851da"},
1480
+ {file = "opencv_python_headless-4.10.0.84-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46071015ff9ab40fccd8a163da0ee14ce9846349f06c6c8c0f2870856ffa45db"},
1481
+ {file = "opencv_python_headless-4.10.0.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:377d08a7e48a1405b5e84afcbe4798464ce7ee17081c1c23619c8b398ff18295"},
1482
+ {file = "opencv_python_headless-4.10.0.84-cp37-abi3-win32.whl", hash = "sha256:9092404b65458ed87ce932f613ffbb1106ed2c843577501e5768912360fc50ec"},
1483
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1484
  ]
1485
 
1486
  [package.dependencies]
 
1701
 
1702
  [[package]]
1703
  name = "pillow"
1704
+ version = "11.0.0"
1705
  description = "Python Imaging Library (Fork)"
1706
  optional = false
1707
+ python-versions = ">=3.9"
1708
  files = [
1709
+ {file = "pillow-11.0.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:6619654954dc4936fcff82db8eb6401d3159ec6be81e33c6000dfd76ae189947"},
1710
+ {file = "pillow-11.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b3c5ac4bed7519088103d9450a1107f76308ecf91d6dabc8a33a2fcfb18d0fba"},
1711
+ {file = "pillow-11.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a65149d8ada1055029fcb665452b2814fe7d7082fcb0c5bed6db851cb69b2086"},
1712
+ {file = "pillow-11.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:88a58d8ac0cc0e7f3a014509f0455248a76629ca9b604eca7dc5927cc593c5e9"},
1713
+ {file = "pillow-11.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:c26845094b1af3c91852745ae78e3ea47abf3dbcd1cf962f16b9a5fbe3ee8488"},
1714
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1715
+ {file = "pillow-11.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:674629ff60030d144b7bca2b8330225a9b11c482ed408813924619c6f302fdbb"},
1716
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1717
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1718
+ {file = "pillow-11.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:a5629742881bcbc1f42e840af185fd4d83a5edeb96475a575f4da50d6ede337c"},
1719
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1720
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1721
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1722
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1723
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1724
+ {file = "pillow-11.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:5ddbfd761ee00c12ee1be86c9c0683ecf5bb14c9772ddbd782085779a63dd55b"},
1725
+ {file = "pillow-11.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:45c566eb10b8967d71bf1ab8e4a525e5a93519e29ea071459ce517f6b903d7fa"},
1726
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1727
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1728
+ {file = "pillow-11.0.0-cp311-cp311-win32.whl", hash = "sha256:006bcdd307cc47ba43e924099a038cbf9591062e6c50e570819743f5607404f5"},
1729
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1730
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1731
+ {file = "pillow-11.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d2c0a187a92a1cb5ef2c8ed5412dd8d4334272617f532d4ad4de31e0495bd923"},
1732
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1733
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1734
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1735
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1736
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1737
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1738
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1739
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1740
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1741
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1742
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1743
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1744
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1745
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1746
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1747
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1748
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1749
+ {file = "pillow-11.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:fba162b8872d30fea8c52b258a542c5dfd7b235fb5cb352240c8d63b414013eb"},
1750
+ {file = "pillow-11.0.0-cp313-cp313-win32.whl", hash = "sha256:f1b82c27e89fffc6da125d5eb0ca6e68017faf5efc078128cfaa42cf5cb38798"},
1751
+ {file = "pillow-11.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:8ba470552b48e5835f1d23ecb936bb7f71d206f9dfeee64245f30c3270b994de"},
1752
+ {file = "pillow-11.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:846e193e103b41e984ac921b335df59195356ce3f71dcfd155aa79c603873b84"},
1753
+ {file = "pillow-11.0.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4ad70c4214f67d7466bea6a08061eba35c01b1b89eaa098040a35272a8efb22b"},
1754
+ {file = "pillow-11.0.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:6ec0d5af64f2e3d64a165f490d96368bb5dea8b8f9ad04487f9ab60dc4bb6003"},
1755
+ {file = "pillow-11.0.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c809a70e43c7977c4a42aefd62f0131823ebf7dd73556fa5d5950f5b354087e2"},
1756
+ {file = "pillow-11.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:4b60c9520f7207aaf2e1d94de026682fc227806c6e1f55bba7606d1c94dd623a"},
1757
+ {file = "pillow-11.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:1e2688958a840c822279fda0086fec1fdab2f95bf2b717b66871c4ad9859d7e8"},
1758
+ {file = "pillow-11.0.0-cp313-cp313t-win32.whl", hash = "sha256:607bbe123c74e272e381a8d1957083a9463401f7bd01287f50521ecb05a313f8"},
1759
+ {file = "pillow-11.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:5c39ed17edea3bc69c743a8dd3e9853b7509625c2462532e62baa0732163a904"},
1760
+ {file = "pillow-11.0.0-cp313-cp313t-win_arm64.whl", hash = "sha256:75acbbeb05b86bc53cbe7b7e6fe00fbcf82ad7c684b3ad82e3d711da9ba287d3"},
1761
+ {file = "pillow-11.0.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:2e46773dc9f35a1dd28bd6981332fd7f27bec001a918a72a79b4133cf5291dba"},
1762
+ {file = "pillow-11.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2679d2258b7f1192b378e2893a8a0a0ca472234d4c2c0e6bdd3380e8dfa21b6a"},
1763
+ {file = "pillow-11.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eda2616eb2313cbb3eebbe51f19362eb434b18e3bb599466a1ffa76a033fb916"},
1764
+ {file = "pillow-11.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20ec184af98a121fb2da42642dea8a29ec80fc3efbaefb86d8fdd2606619045d"},
1765
+ {file = "pillow-11.0.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:8594f42df584e5b4bb9281799698403f7af489fba84c34d53d1c4bfb71b7c4e7"},
1766
+ {file = "pillow-11.0.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:c12b5ae868897c7338519c03049a806af85b9b8c237b7d675b8c5e089e4a618e"},
1767
+ {file = "pillow-11.0.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:70fbbdacd1d271b77b7721fe3cdd2d537bbbd75d29e6300c672ec6bb38d9672f"},
1768
+ {file = "pillow-11.0.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:5178952973e588b3f1360868847334e9e3bf49d19e169bbbdfaf8398002419ae"},
1769
+ {file = "pillow-11.0.0-cp39-cp39-win32.whl", hash = "sha256:8c676b587da5673d3c75bd67dd2a8cdfeb282ca38a30f37950511766b26858c4"},
1770
+ {file = "pillow-11.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:94f3e1780abb45062287b4614a5bc0874519c86a777d4a7ad34978e86428b8dd"},
1771
+ {file = "pillow-11.0.0-cp39-cp39-win_arm64.whl", hash = "sha256:290f2cc809f9da7d6d622550bbf4c1e57518212da51b6a30fe8e0a270a5b78bd"},
1772
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:1187739620f2b365de756ce086fdb3604573337cc28a0d3ac4a01ab6b2d2a6d2"},
1773
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:fbbcb7b57dc9c794843e3d1258c0fbf0f48656d46ffe9e09b63bbd6e8cd5d0a2"},
1774
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d203af30149ae339ad1b4f710d9844ed8796e97fda23ffbc4cc472968a47d0b"},
1775
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21a0d3b115009ebb8ac3d2ebec5c2982cc693da935f4ab7bb5c8ebe2f47d36f2"},
1776
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:73853108f56df97baf2bb8b522f3578221e56f646ba345a372c78326710d3830"},
1777
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:e58876c91f97b0952eb766123bfef372792ab3f4e3e1f1a2267834c2ab131734"},
1778
+ {file = "pillow-11.0.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:224aaa38177597bb179f3ec87eeefcce8e4f85e608025e9cfac60de237ba6316"},
1779
+ {file = "pillow-11.0.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:5bd2d3bdb846d757055910f0a59792d33b555800813c3b39ada1829c372ccb06"},
1780
+ {file = "pillow-11.0.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:375b8dd15a1f5d2feafff536d47e22f69625c1aa92f12b339ec0b2ca40263273"},
1781
+ {file = "pillow-11.0.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:daffdf51ee5db69a82dd127eabecce20729e21f7a3680cf7cbb23f0829189790"},
1782
+ {file = "pillow-11.0.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7326a1787e3c7b0429659e0a944725e1b03eeaa10edd945a86dead1913383944"},
1783
+ {file = "pillow-11.0.0.tar.gz", hash = "sha256:72bacbaf24ac003fea9bff9837d1eedb6088758d41e100c1552930151f677739"},
 
 
 
 
 
1784
  ]
1785
 
1786
  [package.extras]
1787
+ docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
1788
  fpx = ["olefile"]
1789
  mic = ["olefile"]
1790
  tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
2071
 
2072
  [[package]]
2073
  name = "pytest-cov"
2074
+ version = "6.0.0"
2075
  description = "Pytest plugin for measuring coverage."
2076
  optional = false
2077
+ python-versions = ">=3.9"
2078
  files = [
2079
+ {file = "pytest-cov-6.0.0.tar.gz", hash = "sha256:fde0b595ca248bb8e2d76f020b465f3b107c9632e6a1d1705f17834c89dcadc0"},
2080
+ {file = "pytest_cov-6.0.0-py3-none-any.whl", hash = "sha256:eee6f1b9e61008bd34975a4d5bab25801eb31898b032dd55addc93e96fcaaa35"},
2081
  ]
2082
 
2083
  [package.dependencies]
2084
+ coverage = {version = ">=7.5", extras = ["toml"]}
2085
  pytest = ">=4.6"
2086
 
2087
  [package.extras]
 
2342
  [package.extras]
2343
  jupyter = ["ipywidgets (>=7.5.1,<9)"]
2344
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2345
  [[package]]
2346
  name = "ruff"
2347
  version = "0.8.4"
 
2369
  {file = "ruff-0.8.4.tar.gz", hash = "sha256:0d5f89f254836799af1615798caa5f80b7f935d7a670fad66c5007928e57ace8"},
2370
  ]
2371
 
2372
+ [[package]]
2373
+ name = "safehttpx"
2374
+ version = "0.1.6"
2375
+ description = "A small Python library created to help developers protect their applications from Server Side Request Forgery (SSRF) attacks."
2376
+ optional = false
2377
+ python-versions = ">3.9"
2378
+ files = [
2379
+ {file = "safehttpx-0.1.6-py3-none-any.whl", hash = "sha256:407cff0b410b071623087c63dd2080c3b44dc076888d8c5823c00d1e58cb381c"},
2380
+ {file = "safehttpx-0.1.6.tar.gz", hash = "sha256:b356bfc82cee3a24c395b94a2dbeabbed60aff1aa5fa3b5fe97c4f2456ebce42"},
2381
+ ]
2382
+
2383
+ [package.dependencies]
2384
+ httpx = "*"
2385
+
2386
+ [package.extras]
2387
+ dev = ["pytest"]
2388
+
2389
  [[package]]
2390
  name = "safetensors"
2391
  version = "0.4.5"
 
2520
 
2521
  [[package]]
2522
  name = "samgis-core"
2523
+ version = "3.0.15"
2524
  description = "SamGIS CORE"
2525
  optional = false
2526
  python-versions = "<3.12,>=3.10"
2527
  files = [
2528
+ {file = "samgis_core-3.0.15-py3-none-any.whl", hash = "sha256:352ea9e8a0afc8410d35ad5eb3483ca7c4c6a24a69d09044a190c0eec319bfe0"},
2529
+ {file = "samgis_core-3.0.15.tar.gz", hash = "sha256:e0aa315997611b8b9ddf9366be930e5016805dcc15c013444a3c5ae35017046e"},
2530
  ]
2531
 
2532
  [package.dependencies]
 
2535
  {version = "1.25.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
2536
  {version = ">=1.26,<2.0", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
2537
  ]
2538
+ pillow = ">=11.0.0,<12.0.0"
2539
  python-dotenv = ">=1.0.1,<2.0.0"
2540
  structlog = ">=24.4.0,<25.0.0"
2541
 
 
2732
 
2733
  [[package]]
2734
  name = "starlette"
2735
+ version = "0.41.3"
2736
  description = "The little ASGI library that shines."
2737
  optional = false
2738
  python-versions = ">=3.8"
2739
  files = [
2740
+ {file = "starlette-0.41.3-py3-none-any.whl", hash = "sha256:44cedb2b7c77a9de33a8b74b2b90e9f50d11fcf25d8270ea525ad71a25374ff7"},
2741
+ {file = "starlette-0.41.3.tar.gz", hash = "sha256:0e4ab3d16522a255be6b28260b938eae2482f98ce5cc934cb08dce8dc3ba5835"},
2742
  ]
2743
 
2744
  [package.dependencies]
 
2878
 
2879
  [[package]]
2880
  name = "tomlkit"
2881
+ version = "0.13.2"
2882
  description = "Style preserving TOML library"
2883
  optional = false
2884
+ python-versions = ">=3.8"
2885
  files = [
2886
+ {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
2887
+ {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
2888
  ]
2889
 
2890
  [[package]]
 
3164
 
3165
  [package.dependencies]
3166
  click = ">=7.0"
 
3167
  h11 = ">=0.8"
 
 
 
3168
  typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 
 
3169
 
3170
  [package.extras]
3171
  standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
3172
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3173
  [[package]]
3174
  name = "websockets"
3175
+ version = "14.1"
3176
  description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
3177
  optional = false
3178
+ python-versions = ">=3.9"
3179
  files = [
3180
+ {file = "websockets-14.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a0adf84bc2e7c86e8a202537b4fd50e6f7f0e4a6b6bf64d7ccb96c4cd3330b29"},
3181
+ {file = "websockets-14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90b5d9dfbb6d07a84ed3e696012610b6da074d97453bd01e0e30744b472c8179"},
3182
+ {file = "websockets-14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2177ee3901075167f01c5e335a6685e71b162a54a89a56001f1c3e9e3d2ad250"},
3183
+ {file = "websockets-14.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f14a96a0034a27f9d47fd9788913924c89612225878f8078bb9d55f859272b0"},
3184
+ {file = "websockets-14.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1f874ba705deea77bcf64a9da42c1f5fc2466d8f14daf410bc7d4ceae0a9fcb0"},
3185
+ {file = "websockets-14.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9607b9a442392e690a57909c362811184ea429585a71061cd5d3c2b98065c199"},
3186
+ {file = "websockets-14.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:bea45f19b7ca000380fbd4e02552be86343080120d074b87f25593ce1700ad58"},
3187
+ {file = "websockets-14.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:219c8187b3ceeadbf2afcf0f25a4918d02da7b944d703b97d12fb01510869078"},
3188
+ {file = "websockets-14.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ad2ab2547761d79926effe63de21479dfaf29834c50f98c4bf5b5480b5838434"},
3189
+ {file = "websockets-14.1-cp310-cp310-win32.whl", hash = "sha256:1288369a6a84e81b90da5dbed48610cd7e5d60af62df9851ed1d1d23a9069f10"},
3190
+ {file = "websockets-14.1-cp310-cp310-win_amd64.whl", hash = "sha256:e0744623852f1497d825a49a99bfbec9bea4f3f946df6eb9d8a2f0c37a2fec2e"},
3191
+ {file = "websockets-14.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:449d77d636f8d9c17952628cc7e3b8faf6e92a17ec581ec0c0256300717e1512"},
3192
+ {file = "websockets-14.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a35f704be14768cea9790d921c2c1cc4fc52700410b1c10948511039be824aac"},
3193
+ {file = "websockets-14.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b1f3628a0510bd58968c0f60447e7a692933589b791a6b572fcef374053ca280"},
3194
+ {file = "websockets-14.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3c3deac3748ec73ef24fc7be0b68220d14d47d6647d2f85b2771cb35ea847aa1"},
3195
+ {file = "websockets-14.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7048eb4415d46368ef29d32133134c513f507fff7d953c18c91104738a68c3b3"},
3196
+ {file = "websockets-14.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f6cf0ad281c979306a6a34242b371e90e891bce504509fb6bb5246bbbf31e7b6"},
3197
+ {file = "websockets-14.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cc1fc87428c1d18b643479caa7b15db7d544652e5bf610513d4a3478dbe823d0"},
3198
+ {file = "websockets-14.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f95ba34d71e2fa0c5d225bde3b3bdb152e957150100e75c86bc7f3964c450d89"},
3199
+ {file = "websockets-14.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9481a6de29105d73cf4515f2bef8eb71e17ac184c19d0b9918a3701c6c9c4f23"},
3200
+ {file = "websockets-14.1-cp311-cp311-win32.whl", hash = "sha256:368a05465f49c5949e27afd6fbe0a77ce53082185bbb2ac096a3a8afaf4de52e"},
3201
+ {file = "websockets-14.1-cp311-cp311-win_amd64.whl", hash = "sha256:6d24fc337fc055c9e83414c94e1ee0dee902a486d19d2a7f0929e49d7d604b09"},
3202
+ {file = "websockets-14.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ed907449fe5e021933e46a3e65d651f641975a768d0649fee59f10c2985529ed"},
3203
+ {file = "websockets-14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:87e31011b5c14a33b29f17eb48932e63e1dcd3fa31d72209848652310d3d1f0d"},
3204
+ {file = "websockets-14.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:bc6ccf7d54c02ae47a48ddf9414c54d48af9c01076a2e1023e3b486b6e72c707"},
3205
+ {file = "websockets-14.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9777564c0a72a1d457f0848977a1cbe15cfa75fa2f67ce267441e465717dcf1a"},
3206
+ {file = "websockets-14.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a655bde548ca98f55b43711b0ceefd2a88a71af6350b0c168aa77562104f3f45"},
3207
+ {file = "websockets-14.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3dfff83ca578cada2d19e665e9c8368e1598d4e787422a460ec70e531dbdd58"},
3208
+ {file = "websockets-14.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6a6c9bcf7cdc0fd41cc7b7944447982e8acfd9f0d560ea6d6845428ed0562058"},
3209
+ {file = "websockets-14.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4b6caec8576e760f2c7dd878ba817653144d5f369200b6ddf9771d64385b84d4"},
3210
+ {file = "websockets-14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:eb6d38971c800ff02e4a6afd791bbe3b923a9a57ca9aeab7314c21c84bf9ff05"},
3211
+ {file = "websockets-14.1-cp312-cp312-win32.whl", hash = "sha256:1d045cbe1358d76b24d5e20e7b1878efe578d9897a25c24e6006eef788c0fdf0"},
3212
+ {file = "websockets-14.1-cp312-cp312-win_amd64.whl", hash = "sha256:90f4c7a069c733d95c308380aae314f2cb45bd8a904fb03eb36d1a4983a4993f"},
3213
+ {file = "websockets-14.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:3630b670d5057cd9e08b9c4dab6493670e8e762a24c2c94ef312783870736ab9"},
3214
+ {file = "websockets-14.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:36ebd71db3b89e1f7b1a5deaa341a654852c3518ea7a8ddfdf69cc66acc2db1b"},
3215
+ {file = "websockets-14.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5b918d288958dc3fa1c5a0b9aa3256cb2b2b84c54407f4813c45d52267600cd3"},
3216
+ {file = "websockets-14.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00fe5da3f037041da1ee0cf8e308374e236883f9842c7c465aa65098b1c9af59"},
3217
+ {file = "websockets-14.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8149a0f5a72ca36720981418eeffeb5c2729ea55fa179091c81a0910a114a5d2"},
3218
+ {file = "websockets-14.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77569d19a13015e840b81550922056acabc25e3f52782625bc6843cfa034e1da"},
3219
+ {file = "websockets-14.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:cf5201a04550136ef870aa60ad3d29d2a59e452a7f96b94193bee6d73b8ad9a9"},
3220
+ {file = "websockets-14.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:88cf9163ef674b5be5736a584c999e98daf3aabac6e536e43286eb74c126b9c7"},
3221
+ {file = "websockets-14.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:836bef7ae338a072e9d1863502026f01b14027250a4545672673057997d5c05a"},
3222
+ {file = "websockets-14.1-cp313-cp313-win32.whl", hash = "sha256:0d4290d559d68288da9f444089fd82490c8d2744309113fc26e2da6e48b65da6"},
3223
+ {file = "websockets-14.1-cp313-cp313-win_amd64.whl", hash = "sha256:8621a07991add373c3c5c2cf89e1d277e49dc82ed72c75e3afc74bd0acc446f0"},
3224
+ {file = "websockets-14.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:01bb2d4f0a6d04538d3c5dfd27c0643269656c28045a53439cbf1c004f90897a"},
3225
+ {file = "websockets-14.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:414ffe86f4d6f434a8c3b7913655a1a5383b617f9bf38720e7c0799fac3ab1c6"},
3226
+ {file = "websockets-14.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8fda642151d5affdee8a430bd85496f2e2517be3a2b9d2484d633d5712b15c56"},
3227
+ {file = "websockets-14.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd7c11968bc3860d5c78577f0dbc535257ccec41750675d58d8dc66aa47fe52c"},
3228
+ {file = "websockets-14.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a032855dc7db987dff813583d04f4950d14326665d7e714d584560b140ae6b8b"},
3229
+ {file = "websockets-14.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b7e7ea2f782408c32d86b87a0d2c1fd8871b0399dd762364c731d86c86069a78"},
3230
+ {file = "websockets-14.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:39450e6215f7d9f6f7bc2a6da21d79374729f5d052333da4d5825af8a97e6735"},
3231
+ {file = "websockets-14.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ceada5be22fa5a5a4cdeec74e761c2ee7db287208f54c718f2df4b7e200b8d4a"},
3232
+ {file = "websockets-14.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:3fc753451d471cff90b8f467a1fc0ae64031cf2d81b7b34e1811b7e2691bc4bc"},
3233
+ {file = "websockets-14.1-cp39-cp39-win32.whl", hash = "sha256:14839f54786987ccd9d03ed7f334baec0f02272e7ec4f6e9d427ff584aeea8b4"},
3234
+ {file = "websockets-14.1-cp39-cp39-win_amd64.whl", hash = "sha256:d9fd19ecc3a4d5ae82ddbfb30962cf6d874ff943e56e0c81f5169be2fda62979"},
3235
+ {file = "websockets-14.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:e5dc25a9dbd1a7f61eca4b7cb04e74ae4b963d658f9e4f9aad9cd00b688692c8"},
3236
+ {file = "websockets-14.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:04a97aca96ca2acedf0d1f332c861c5a4486fdcba7bcef35873820f940c4231e"},
3237
+ {file = "websockets-14.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:df174ece723b228d3e8734a6f2a6febbd413ddec39b3dc592f5a4aa0aff28098"},
3238
+ {file = "websockets-14.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:034feb9f4286476f273b9a245fb15f02c34d9586a5bc936aff108c3ba1b21beb"},
3239
+ {file = "websockets-14.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:660c308dabd2b380807ab64b62985eaccf923a78ebc572bd485375b9ca2b7dc7"},
3240
+ {file = "websockets-14.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5a42d3ecbb2db5080fc578314439b1d79eef71d323dc661aa616fb492436af5d"},
3241
+ {file = "websockets-14.1-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:ddaa4a390af911da6f680be8be4ff5aaf31c4c834c1a9147bc21cbcbca2d4370"},
3242
+ {file = "websockets-14.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:a4c805c6034206143fbabd2d259ec5e757f8b29d0a2f0bf3d2fe5d1f60147a4a"},
3243
+ {file = "websockets-14.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:205f672a6c2c671a86d33f6d47c9b35781a998728d2c7c2a3e1cf3333fcb62b7"},
3244
+ {file = "websockets-14.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5ef440054124728cc49b01c33469de06755e5a7a4e83ef61934ad95fc327fbb0"},
3245
+ {file = "websockets-14.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e7591d6f440af7f73c4bd9404f3772bfee064e639d2b6cc8c94076e71b2471c1"},
3246
+ {file = "websockets-14.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:25225cc79cfebc95ba1d24cd3ab86aaa35bcd315d12fa4358939bd55e9bd74a5"},
3247
+ {file = "websockets-14.1-py3-none-any.whl", hash = "sha256:4d4fc827a20abe6d544a119896f6b78ee13fe81cbfef416f3f2ddf09a03f0e2e"},
3248
+ {file = "websockets-14.1.tar.gz", hash = "sha256:398b10c77d471c0aab20a845e7a60076b6390bfdaac7a6d2edb0d2c59d75e8d8"},
 
 
 
3249
  ]
3250
 
3251
  [metadata]
3252
  lock-version = "2.0"
3253
  python-versions = ">=3.10, <3.12"
3254
+ content-hash = "19990ad632f118d8751c142a7f1a79cd890801eb1d515a7d83789ed4f170afdd"
pyproject.toml CHANGED
@@ -15,23 +15,23 @@ Source = "https://huggingface.co/spaces/aletrn/lisa-on-cuda/"
15
  Demo = "https://huggingface.co/spaces/aletrn/lisa-on-cuda/"
16
 
17
  [tool.poetry.dependencies]
18
- bitsandbytes = "^0.42.0"
19
  einops = "^0.8.0"
20
- fastapi = "^0.111.0"
21
- markdown2 = "^2.4.13"
22
  nh3 = "^0.2.18"
23
  numpy = [
24
  {version = "1.25.2", python = "~3.10"},
25
  {version = "^1.26", python = "~3.11"}
26
  ]
27
  openai = "^1.35.12"
28
- opencv-python-headless = "4.8.1.78"
29
  packaging = "^24.1"
30
  peft-patched = "0.9.3"
31
  pycocotools = "^2.0.8"
32
  python = ">=3.10, <3.12"
33
  requests = "^2.32.3"
34
- samgis-core = "3.0.13"
35
  scipy = "^1.14.0"
36
  sentencepiece = "^0.2.0"
37
  shortuuid = "^1.0.13"
@@ -42,9 +42,18 @@ tqdm = "^4.66.4"
42
  transformers-backport = "4.31.2"
43
  uvicorn = "^0.30.1"
44
 
 
 
 
 
 
 
 
 
 
45
  [tool.poetry.group.test.dependencies]
46
- pytest = "^8.2.2"
47
- pytest-cov = "^5.0.0"
48
 
49
  [build-system]
50
  requires = ["poetry-core"]
 
15
  Demo = "https://huggingface.co/spaces/aletrn/lisa-on-cuda/"
16
 
17
  [tool.poetry.dependencies]
18
+ bitsandbytes = "0.43.0"
19
  einops = "^0.8.0"
20
+ fastapi = "^0.115.6"
21
+ markdown2 = "^2.5.2"
22
  nh3 = "^0.2.18"
23
  numpy = [
24
  {version = "1.25.2", python = "~3.10"},
25
  {version = "^1.26", python = "~3.11"}
26
  ]
27
  openai = "^1.35.12"
28
+ opencv-python-headless = "^4.10.0.84"
29
  packaging = "^24.1"
30
  peft-patched = "0.9.3"
31
  pycocotools = "^2.0.8"
32
  python = ">=3.10, <3.12"
33
  requests = "^2.32.3"
34
+ samgis-core = "3.0.15"
35
  scipy = "^1.14.0"
36
  sentencepiece = "^0.2.0"
37
  shortuuid = "^1.0.13"
 
42
  transformers-backport = "4.31.2"
43
  uvicorn = "^0.30.1"
44
 
45
+ [tool.poetry.group.gradio]
46
+ optional = true
47
+
48
+ [tool.poetry.group.gradio.dependencies]
49
+ gradio = "5.9.1"
50
+
51
+ [tool.poetry.group.test]
52
+ optional = true
53
+
54
  [tool.poetry.group.test.dependencies]
55
+ pytest = "^8.3.4"
56
+ pytest-cov = "^6.0.0"
57
 
58
  [build-system]
59
  requires = ["poetry-core"]
requirements.txt CHANGED
@@ -1,21 +1,21 @@
1
- bitsandbytes==0.42.0
2
  einops==0.8.0
3
- fastapi==0.111.1
4
- markdown2==2.5.0
5
- nh3==0.2.18
6
  numpy==1.25.2
7
- openai==1.45.0
8
  opencv-python-headless==4.10.0.84
9
  packaging
10
  peft-patched==0.9.3
11
  pycocotools==2.0.8
12
  requests==2.32.3
13
- samgis_core==3.0.13
14
  scipy==1.14.1
15
  sentencepiece==0.2.0
16
  shortuuid==1.0.13
17
  torch==2.4.0
18
  torchvision==0.19.0
19
- tqdm==4.66.5
20
  transformers-backport==4.31.2
21
  uvicorn==0.30.6
 
1
+ bitsandbytes==0.43.0
2
  einops==0.8.0
3
+ fastapi==0.115.6
4
+ markdown2==2.5.2
5
+ nh3==0.2.20
6
  numpy==1.25.2
7
+ openai==1.58.1
8
  opencv-python-headless==4.10.0.84
9
  packaging
10
  peft-patched==0.9.3
11
  pycocotools==2.0.8
12
  requests==2.32.3
13
+ samgis_core==3.0.15
14
  scipy==1.14.1
15
  sentencepiece==0.2.0
16
  shortuuid==1.0.13
17
  torch==2.4.0
18
  torchvision==0.19.0
19
+ tqdm==4.67.1
20
  transformers-backport==4.31.2
21
  uvicorn==0.30.6
requirements_colab.txt CHANGED
@@ -1,13 +1,13 @@
1
  bitsandbytes==0.43.0
2
- einops==0.7.0
3
- fastapi==0.110.0
4
- gradio==4.21.0
5
- gradio_client==0.12.0
6
- markdown2==2.4.13
7
- nh3==0.2.15
8
- openai==1.13.3
9
- peft==0.9.0
10
- ray==2.9.3
11
- shortuuid==1.0.12
12
- transformers==4.31.0
13
- uvicorn==0.28.0
 
1
  bitsandbytes==0.43.0
2
+ einops==0.8.0
3
+ fastapi==0.115.6
4
+ gradio==5.9.1
5
+ gradio_client==1.5.2
6
+ markdown2==2.5.2
7
+ nh3==0.2.20
8
+ openai==1.58.1
9
+ peft==0.9.3
10
+ ray==2.40.0
11
+ shortuuid==1.0.13
12
+ transformers==4.31.2
13
+ uvicorn==0.30.6