diff --git a/docling/backend/docling_parse_backend.py b/docling/backend/docling_parse_backend.py
index dc6d2693..bb1fe058 100644
--- a/docling/backend/docling_parse_backend.py
+++ b/docling/backend/docling_parse_backend.py
@@ -6,7 +6,7 @@ from typing import Iterable, List, Optional, Union
 
 import pypdfium2 as pdfium
 from docling_core.types.doc import BoundingBox, CoordOrigin, Size
-from docling_parse.docling_parse import pdf_parser_v1
+from docling_parse.pdf_parsers import pdf_parser_v1
 from PIL import Image, ImageDraw
 from pypdfium2 import PdfPage
 
diff --git a/docling/backend/docling_parse_v2_backend.py b/docling/backend/docling_parse_v2_backend.py
index b518850e..93f33466 100644
--- a/docling/backend/docling_parse_v2_backend.py
+++ b/docling/backend/docling_parse_v2_backend.py
@@ -6,7 +6,7 @@ from typing import TYPE_CHECKING, Iterable, List, Optional, Union
 
 import pypdfium2 as pdfium
 from docling_core.types.doc import BoundingBox, CoordOrigin
-from docling_parse.docling_parse import pdf_parser_v2
+from docling_parse.pdf_parsers import pdf_parser_v2
 from PIL import Image, ImageDraw
 from pypdfium2 import PdfPage
 
diff --git a/docling/document_converter.py b/docling/document_converter.py
index 503a4c5b..4637159f 100644
--- a/docling/document_converter.py
+++ b/docling/document_converter.py
@@ -10,6 +10,7 @@ from pydantic import BaseModel, ConfigDict, model_validator, validate_call
 from docling.backend.abstract_backend import AbstractDocumentBackend
 from docling.backend.asciidoc_backend import AsciiDocBackend
 from docling.backend.docling_parse_backend import DoclingParseDocumentBackend
+from docling.backend.docling_parse_v2_backend import DoclingParseV2DocumentBackend
 from docling.backend.html_backend import HTMLDocumentBackend
 from docling.backend.md_backend import MarkdownDocumentBackend
 from docling.backend.msexcel_backend import MsExcelDocumentBackend
@@ -84,7 +85,7 @@ class HTMLFormatOption(FormatOption):
 
 class PdfFormatOption(FormatOption):
     pipeline_cls: Type = StandardPdfPipeline
-    backend: Type[AbstractDocumentBackend] = DoclingParseDocumentBackend
+    backend: Type[AbstractDocumentBackend] = DoclingParseV2DocumentBackend
 
 
 class ImageFormatOption(FormatOption):
diff --git a/docling/pipeline/standard_pdf_pipeline.py b/docling/pipeline/standard_pdf_pipeline.py
index 40105a38..92b9dd22 100644
--- a/docling/pipeline/standard_pdf_pipeline.py
+++ b/docling/pipeline/standard_pdf_pipeline.py
@@ -38,7 +38,7 @@ _log = logging.getLogger(__name__)
 
 
 class StandardPdfPipeline(PaginatedPipeline):
-    _layout_model_path = "model_artifacts/layout/beehive_v0.0.5_pt"
+    _layout_model_path = "model_artifacts/layout"
     _table_model_path = "model_artifacts/tableformer"
 
     def __init__(self, pipeline_options: PdfPipelineOptions):
@@ -102,7 +102,7 @@ class StandardPdfPipeline(PaginatedPipeline):
             repo_id="ds4sd/docling-models",
             force_download=force,
             local_dir=local_dir,
-            revision="v2.0.1",
+            revision="refs/pr/2",
         )
 
         return Path(download_path)
diff --git a/poetry.lock b/poetry.lock
index 184658ea..221728b7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,36 @@
 # This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
+[[package]]
+name = "accelerate"
+version = "1.1.1"
+description = "Accelerate"
+optional = false
+python-versions = ">=3.9.0"
+files = [
+    {file = "accelerate-1.1.1-py3-none-any.whl", hash = "sha256:61edd81762131b8d4bede008643fa1e1f3bf59bec710ebda9771443e24feae02"},
+    {file = "accelerate-1.1.1.tar.gz", hash = "sha256:0d39dfac557052bc735eb2703a0e87742879e1e40b88af8a2f9a93233d4cd7db"},
+]
+
+[package.dependencies]
+huggingface-hub = ">=0.21.0"
+numpy = ">=1.17,<3.0.0"
+packaging = ">=20.0"
+psutil = "*"
+pyyaml = "*"
+safetensors = ">=0.4.3"
+torch = ">=1.10.0"
+
+[package.extras]
+deepspeed = ["deepspeed"]
+dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.6.4,<0.7.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.6.4,<0.7.0)"]
+rich = ["rich"]
+sagemaker = ["sagemaker"]
+test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist"]
+test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"]
+testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.4.4"
@@ -231,6 +262,21 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
+[[package]]
+name = "autoflake"
+version = "2.3.1"
+description = "Removes unused imports and unused variables"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "autoflake-2.3.1-py3-none-any.whl", hash = "sha256:3ae7495db9084b7b32818b4140e6dc4fc280b712fb414f5b8fe57b0a8e85a840"},
+    {file = "autoflake-2.3.1.tar.gz", hash = "sha256:c98b75dc5b0a86459c4f01a1d32ac7eb4338ec4317a4469515ff1e687ecd909e"},
+]
+
+[package.dependencies]
+pyflakes = ">=3.0.0"
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "autopep8"
 version = "2.2.0"
@@ -793,64 +839,32 @@ name = "deepsearch-glm"
 version = "0.26.2"
 description = "Graph Language Models"
 optional = false
-python-versions = "<4.0,>=3.9"
-files = [
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:00453a02bc8df959da576bc598ba528b394a9c016d6a428efc948c867be98938"},
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-macosx_13_0_x86_64.whl", hash = "sha256:9e6f654ab4d9dc3e6e2033c9c45294c36e5e62650cac0e4a650af576364eb370"},
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:1fdf2fce9d642bbc5222600a1b280a7413aa640ed01acee13d43401ec27d6ad5"},
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:218cab085a58b88c55dbeb80cc5f5f7b3c5a96c8537eb2ada8e5cab70cd8e439"},
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:75be007e62d11780f2433b213dad14d14a270c3607e909fd1fc95efdf02446c6"},
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a9b34c6cfb8b873ccf6e0072f5434c0c65a1d90652a6b901becc5b3b1695106"},
-    {file = "deepsearch_glm-0.26.2-cp310-cp310-win_amd64.whl", hash = "sha256:f4b63c6e1d4a7be597efbe96052286bca805784cd7283a037919c349971051c5"},
-    {file = "deepsearch_glm-0.26.2-cp311-cp311-macosx_13_0_arm64.whl", hash = "sha256:eaabedca45fdd87dc455dc08b1785db15ba5ea6b706820330447f2cf7f03a67a"},
-    {file = "deepsearch_glm-0.26.2-cp311-cp311-macosx_13_0_x86_64.whl", hash = "sha256:101bc2a79027df555050d08112717249916c4d82ad5815be2a1ac0581d9ab2b5"},
-    {file = "deepsearch_glm-0.26.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:000d4a4895c4ff89c465b746bb7db3bb054a1fb5c3fabe2772d5431700c15d33"},
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-    {file = "deepsearch_glm-0.26.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:6df2504998e60c1aac3655820ad25e5eccca137da2e9f78fb53dc0fd0d1cdbf4"},
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-    {file = "deepsearch_glm-0.26.2.tar.gz", hash = "sha256:7a607e78903b66d28beac3408156c11ab7b34ee70e8ccd0d292b28433e5a9c1d"},
-]
+python-versions = "^3.9"
+files = []
+develop = false
 
 [package.dependencies]
-docling-core = ">=2.0,<3.0"
+docling-core = "^2.0"
 docutils = "!=0.21"
 numpy = ">=1.24.4,<3.0.0"
 pandas = ">=1.5.1,<3.0.0"
-python-dotenv = ">=1.0.0,<2.0.0"
-pywin32 = {version = ">=307,<308", markers = "sys_platform == \"win32\""}
-requests = ">=2.32.3,<3.0.0"
-rich = ">=13.7.0,<14.0.0"
+python-dotenv = "^1.0.0"
+pywin32 = {version = "^307", markers = "sys_platform == \"win32\""}
+requests = "^2.32.3"
+rich = "^13.7.0"
 tabulate = ">=0.8.9"
-tqdm = ">=4.64.0,<5.0.0"
+tqdm = "^4.64.0"
 
 [package.extras]
 pyplot = ["matplotlib (>=3.7.1,<4.0.0)"]
 toolkit = ["deepsearch-toolkit (>=1.1.0,<2.0.0)"]
 
+[package.source]
+type = "git"
+url = "ssh://git@github.com/DS4SD/deepsearch-glm.git"
+reference = "cau/layout-processing-children-payloads"
+resolved_reference = "8fac776c07fb7541d17ebc9db48c9900074f25b1"
+
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
@@ -893,94 +907,74 @@ name = "docling-core"
 version = "2.6.1"
 description = "A python library to define and validate data types in Docling."
 optional = false
-python-versions = "<4.0,>=3.9"
-files = [
-    {file = "docling_core-2.6.1-py3-none-any.whl", hash = "sha256:8e7a5bc0ce13289567738481949fed3ab580f2d8cea7525b246159233d81b26b"},
-    {file = "docling_core-2.6.1.tar.gz", hash = "sha256:c8af45e0873611120cc24757d567d37e053a54e2ce060b7b5b44efd0d73f75e5"},
-]
+python-versions = "^3.9"
+files = []
+develop = false
 
 [package.dependencies]
-jsonref = ">=1.1.0,<2.0.0"
-jsonschema = ">=4.16.0,<5.0.0"
-pandas = ">=2.1.4,<3.0.0"
-pillow = ">=10.3.0,<11.0.0"
+jsonref = "^1.1.0"
+jsonschema = "^4.16.0"
+pandas = "^2.1.4"
+pillow = "^10.3.0"
 pydantic = ">=2.6.0,<2.10"
 pyyaml = ">=5.1,<7.0.0"
-tabulate = ">=0.9.0,<0.10.0"
-typing-extensions = ">=4.12.2,<5.0.0"
+tabulate = "^0.9.0"
+typing-extensions = "^4.12.2"
+
+[package.source]
+type = "git"
+url = "ssh://git@github.com/DS4SD/docling-core.git"
+reference = "feat-add-legacy-convert"
+resolved_reference = "4434b1073dc15fefb75f28c37299abd32d9c532f"
 
 [[package]]
 name = "docling-ibm-models"
 version = "2.0.7"
 description = "This package contains the AI models used by the Docling PDF conversion package"
 optional = false
-python-versions = "<4.0,>=3.9"
-files = [
-    {file = "docling_ibm_models-2.0.7-py3-none-any.whl", hash = "sha256:bf362add22e9c526ac56c04bce412d7bb1c331b44a73204abba0b1d90a500c78"},
-    {file = "docling_ibm_models-2.0.7.tar.gz", hash = "sha256:e1372c4f2517d522125fb02a820558f01914926f532bcd0534f1028a25d63667"},
-]
+python-versions = "^3.9"
+files = []
+develop = false
 
 [package.dependencies]
+accelerate = "^1.1.1"
 huggingface_hub = ">=0.23,<1"
-jsonlines = ">=3.1.0,<4.0.0"
+jsonlines = "^3.1.0"
 numpy = ">=1.24.4,<3.0.0"
-opencv-python-headless = ">=4.6.0.66,<5.0.0.0"
-Pillow = ">=10.0.0,<11.0.0"
-torch = ">=2.2.2,<3.0.0"
-torchvision = ">=0,<1"
-tqdm = ">=4.64.0,<5.0.0"
+opencv-python-headless = "^4.6.0.66"
+Pillow = "^10.0.0"
+torch = "^2.2.2"
+torchvision = "^0"
+tqdm = "^4.64.0"
+transformers = "^4.46.2"
+
+[package.source]
+type = "git"
+url = "ssh://git@github.com/DS4SD/docling-ibm-models.git"
+reference = "nli/performance"
+resolved_reference = "c1bed7d5451ee16b7fb5b0bc5e847f599ed93aa7"
 
 [[package]]
 name = "docling-parse"
 version = "2.1.2"
 description = "Simple package to extract text with coordinates from programmatic PDFs"
 optional = false
-python-versions = "<4.0,>=3.9"
-files = [
-    {file = "docling_parse-2.1.2-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:140319e3eac73f9768d35313739891ae637af57fda03eade17d90e2d28ad80eb"},
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+python-versions = "^3.9"
+files = []
+develop = false
 
 [package.dependencies]
+autoflake = "^2.3.1"
+pillow = "^10.4.0"
 pywin32 = {version = ">=305", markers = "sys_platform == \"win32\""}
 tabulate = ">=0.9.0,<1.0.0"
 
+[package.source]
+type = "git"
+url = "ssh://git@github.com/DS4SD/docling-parse.git"
+reference = "dev/expose-cell-sanitisation-via-python"
+resolved_reference = "8ea65ae3080db88f54f8a3f7b622e7b002c9b7f0"
+
 [[package]]
 name = "docutils"
 version = "0.21.2"
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 ]
 
 [[package]]
@@ -3766,9 +3761,9 @@ numpy = [
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     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
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-    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
 ]
 
 [[package]]
@@ -3792,9 +3787,9 @@ numpy = [
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-    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
 ]
 
 [[package]]
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 [[package]]
 name = "rapidocr-onnxruntime"
-version = "1.4.0"
+version = "1.4.1"
 description = "A cross platform OCR Library based on OnnxRuntime."
 optional = true
 python-versions = "<3.13,>=3.6"
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 [package.dependencies]
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 ]
 
 [[package]]
@@ -7647,4 +7644,4 @@ tesserocr = ["tesserocr"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "33ee730cf750e618ec005ad44ad09617bc8f95632b30ac02b5290a03a33bdf5b"
+content-hash = "0d9d498f50601c95a8616797441f00597acdea1e6a70d3b9642c17ffacc1bb45"
diff --git a/pyproject.toml b/pyproject.toml
index e41e4236..bd6ec1c3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,9 +26,10 @@ packages = [{include = "docling"}]
 ######################
 python = "^3.9"
 pydantic = ">=2.0.0,<2.10"
-docling-core = "^2.6.1"
-docling-ibm-models = "^2.0.6"
-deepsearch-glm = "^0.26.1"
+docling-core = { git = "ssh://git@github.com/DS4SD/docling-core.git", branch = "feat-add-legacy-convert" }
+docling-ibm-models = { git = "ssh://git@github.com/DS4SD/docling-ibm-models.git", branch = "nli/performance" }
+deepsearch-glm = { git = "ssh://git@github.com/DS4SD/deepsearch-glm.git", branch = "cau/layout-processing-children-payloads" }
+docling-parse = { git = "ssh://git@github.com/DS4SD/docling-parse.git", branch = "dev/expose-cell-sanitisation-via-python" }
 filetype = "^1.2.0"
 pypdfium2 = "^4.30.0"
 pydantic-settings = "^2.3.0"
@@ -36,7 +37,6 @@ huggingface_hub = ">=0.23,<1"
 requests = "^2.32.3"
 easyocr = "^1.7"
 tesserocr = { version = "^2.7.1", optional = true }
-docling-parse = "^2.0.5"
 certifi = ">=2024.7.4"
 rtree = "^1.3.0"
 scipy = "^1.6.0"