diff --git a/codeserver/ubi9-python-3.11/Pipfile b/codeserver/ubi9-python-3.11/Pipfile
old mode 100644
new mode 100755
index af45d4cd8..93d88c328
--- a/codeserver/ubi9-python-3.11/Pipfile
+++ b/codeserver/ubi9-python-3.11/Pipfile
@@ -26,8 +26,10 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 ipykernel = "~=6.29.3"
+codeflare-sdk = "==0.24.3"
+kubeflow-training = {extras = ["huggingface"], version = "==1.8.1"}
 
-# Some extra usefull packages
+# Some extra useful packages
 opencensus = "~=0.11.4"
 smart-open = "~=7.0.1"
 virtualenv = "~=20.25.1"
diff --git a/codeserver/ubi9-python-3.11/Pipfile.lock b/codeserver/ubi9-python-3.11/Pipfile.lock
index b4c3ead0a..b7474a43a 100644
--- a/codeserver/ubi9-python-3.11/Pipfile.lock
+++ b/codeserver/ubi9-python-3.11/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "7b6ebbf7e1bacecacba19d40f304ee275e847910891df52aa4423ef896002c7a"
+            "sha256": "9fd7cd1e2622d97587187596bdf422b639efdfc7d94f197945595c013eae06fb"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -21,6 +21,119 @@
         ]
     },
     "default": {
+        "accelerate": {
+            "hashes": [
+                "sha256:03e161fc69d495daf2b9b5c8d5b43d06e2145520c04727b5bda56d49f1a43ab5",
+                "sha256:be1cbb958cf837e7cdfbde46b812964b1b8ae94c9c7d94d921540beafcee8ddf"
+            ],
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==1.2.1"
+        },
+        "aiohappyeyeballs": {
+            "hashes": [
+                "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745",
+                "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.4.4"
+        },
+        "aiohttp": {
+            "hashes": [
+                "sha256:0882c2820fd0132240edbb4a51eb8ceb6eef8181db9ad5291ab3332e0d71df5f",
+                "sha256:0a6d3fbf2232e3a08c41eca81ae4f1dff3d8f1a30bae415ebe0af2d2458b8a33",
+                "sha256:0b7fb429ab1aafa1f48578eb315ca45bd46e9c37de11fe45c7f5f4138091e2f1",
+                "sha256:0eb98d90b6690827dcc84c246811feeb4e1eea683c0eac6caed7549be9c84665",
+                "sha256:0fd82b8e9c383af11d2b26f27a478640b6b83d669440c0a71481f7c865a51da9",
+                "sha256:10b4ff0ad793d98605958089fabfa350e8e62bd5d40aa65cdc69d6785859f94e",
+                "sha256:1642eceeaa5ab6c9b6dfeaaa626ae314d808188ab23ae196a34c9d97efb68350",
+                "sha256:1dac54e8ce2ed83b1f6b1a54005c87dfed139cf3f777fdc8afc76e7841101226",
+                "sha256:1e69966ea6ef0c14ee53ef7a3d68b564cc408121ea56c0caa2dc918c1b2f553d",
+                "sha256:1f21bb8d0235fc10c09ce1d11ffbd40fc50d3f08a89e4cf3a0c503dc2562247a",
+                "sha256:2170816e34e10f2fd120f603e951630f8a112e1be3b60963a1f159f5699059a6",
+                "sha256:21fef42317cf02e05d3b09c028712e1d73a9606f02467fd803f7c1f39cc59add",
+                "sha256:249cc6912405917344192b9f9ea5cd5b139d49e0d2f5c7f70bdfaf6b4dbf3a2e",
+                "sha256:3499c7ffbfd9c6a3d8d6a2b01c26639da7e43d47c7b4f788016226b1e711caa8",
+                "sha256:3af41686ccec6a0f2bdc66686dc0f403c41ac2089f80e2214a0f82d001052c03",
+                "sha256:3e23419d832d969f659c208557de4a123e30a10d26e1e14b73431d3c13444c2e",
+                "sha256:3ea1b59dc06396b0b424740a10a0a63974c725b1c64736ff788a3689d36c02d2",
+                "sha256:44167fc6a763d534a6908bdb2592269b4bf30a03239bcb1654781adf5e49caf1",
+                "sha256:479b8c6ebd12aedfe64563b85920525d05d394b85f166b7873c8bde6da612f9c",
+                "sha256:4af57160800b7a815f3fe0eba9b46bf28aafc195555f1824555fa2cfab6c1538",
+                "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5",
+                "sha256:4eed954b161e6b9b65f6be446ed448ed3921763cc432053ceb606f89d793927e",
+                "sha256:541d823548ab69d13d23730a06f97460f4238ad2e5ed966aaf850d7c369782d9",
+                "sha256:568c1236b2fde93b7720f95a890741854c1200fba4a3471ff48b2934d2d93fd3",
+                "sha256:5854be2f3e5a729800bac57a8d76af464e160f19676ab6aea74bde18ad19d438",
+                "sha256:620598717fce1b3bd14dd09947ea53e1ad510317c85dda2c9c65b622edc96b12",
+                "sha256:6526e5fb4e14f4bbf30411216780c9967c20c5a55f2f51d3abd6de68320cc2f3",
+                "sha256:6fba278063559acc730abf49845d0e9a9e1ba74f85f0ee6efd5803f08b285853",
+                "sha256:70d1f9dde0e5dd9e292a6d4d00058737052b01f3532f69c0c65818dac26dc287",
+                "sha256:731468f555656767cda219ab42e033355fe48c85fbe3ba83a349631541715ba2",
+                "sha256:81b8fe282183e4a3c7a1b72f5ade1094ed1c6345a8f153506d114af5bf8accd9",
+                "sha256:84a585799c58b795573c7fa9b84c455adf3e1d72f19a2bf498b54a95ae0d194c",
+                "sha256:85992ee30a31835fc482468637b3e5bd085fa8fe9392ba0bdcbdc1ef5e9e3c55",
+                "sha256:8811f3f098a78ffa16e0ea36dffd577eb031aea797cbdba81be039a4169e242c",
+                "sha256:88a12ad8ccf325a8a5ed80e6d7c3bdc247d66175afedbe104ee2aaca72960d8e",
+                "sha256:8be8508d110d93061197fd2d6a74f7401f73b6d12f8822bbcd6d74f2b55d71b1",
+                "sha256:8e2bf8029dbf0810c7bfbc3e594b51c4cc9101fbffb583a3923aea184724203c",
+                "sha256:929f3ed33743a49ab127c58c3e0a827de0664bfcda566108989a14068f820194",
+                "sha256:92cde43018a2e17d48bb09c79e4d4cb0e236de5063ce897a5e40ac7cb4878773",
+                "sha256:92fc484e34b733704ad77210c7957679c5c3877bd1e6b6d74b185e9320cc716e",
+                "sha256:943a8b052e54dfd6439fd7989f67fc6a7f2138d0a2cf0a7de5f18aa4fe7eb3b1",
+                "sha256:9d73ee3725b7a737ad86c2eac5c57a4a97793d9f442599bea5ec67ac9f4bdc3d",
+                "sha256:9f5b3c1ed63c8fa937a920b6c1bec78b74ee09593b3f5b979ab2ae5ef60d7600",
+                "sha256:9fd46ce0845cfe28f108888b3ab17abff84ff695e01e73657eec3f96d72eef34",
+                "sha256:a344d5dc18074e3872777b62f5f7d584ae4344cd6006c17ba12103759d407af3",
+                "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8",
+                "sha256:a8f5f7515f3552d899c61202d99dcb17d6e3b0de777900405611cd747cecd1b8",
+                "sha256:a9b7371665d4f00deb8f32208c7c5e652059b0fda41cf6dbcac6114a041f1cc2",
+                "sha256:aa54f8ef31d23c506910c21163f22b124facb573bff73930735cf9fe38bf7dff",
+                "sha256:aba807f9569455cba566882c8938f1a549f205ee43c27b126e5450dc9f83cc62",
+                "sha256:ae545f31489548c87b0cced5755cfe5a5308d00407000e72c4fa30b19c3220ac",
+                "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef",
+                "sha256:b540bd67cfb54e6f0865ceccd9979687210d7ed1a1cc8c01f8e67e2f1e883d28",
+                "sha256:b6212a60e5c482ef90f2d788835387070a88d52cf6241d3916733c9176d39eab",
+                "sha256:b63de12e44935d5aca7ed7ed98a255a11e5cb47f83a9fded7a5e41c40277d104",
+                "sha256:ba74ec819177af1ef7f59063c6d35a214a8fde6f987f7661f4f0eecc468a8f76",
+                "sha256:bb49c7f1e6ebf3821a42d81d494f538107610c3a705987f53068546b0e90303e",
+                "sha256:bd176afcf8f5d2aed50c3647d4925d0db0579d96f75a31e77cbaf67d8a87742d",
+                "sha256:bd7227b87a355ce1f4bf83bfae4399b1f5bb42e0259cb9405824bd03d2f4336a",
+                "sha256:bf8d9bfee991d8acc72d060d53860f356e07a50f0e0d09a8dfedea1c554dd0d5",
+                "sha256:bfde76a8f430cf5c5584553adf9926534352251d379dcb266ad2b93c54a29745",
+                "sha256:c341c7d868750e31961d6d8e60ff040fb9d3d3a46d77fd85e1ab8e76c3e9a5c4",
+                "sha256:c7a06301c2fb096bdb0bd25fe2011531c1453b9f2c163c8031600ec73af1cc99",
+                "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43",
+                "sha256:d119fafe7b634dbfa25a8c597718e69a930e4847f0b88e172744be24515140da",
+                "sha256:d40f9da8cabbf295d3a9dae1295c69975b86d941bc20f0a087f0477fa0a66231",
+                "sha256:d6c9af134da4bc9b3bd3e6a70072509f295d10ee60c697826225b60b9959acdd",
+                "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d",
+                "sha256:de8d38f1c2810fa2a4f1d995a2e9c70bb8737b18da04ac2afbf3971f65781d87",
+                "sha256:e595c591a48bbc295ebf47cb91aebf9bd32f3ff76749ecf282ea7f9f6bb73886",
+                "sha256:ec2aa89305006fba9ffb98970db6c8221541be7bee4c1d027421d6f6df7d1ce2",
+                "sha256:ec82bf1fda6cecce7f7b915f9196601a1bd1a3079796b76d16ae4cce6d0ef89b",
+                "sha256:ed9ee95614a71e87f1a70bc81603f6c6760128b140bc4030abe6abaa988f1c3d",
+                "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f",
+                "sha256:ffa336210cf9cd8ed117011085817d00abe4c08f99968deef0013ea283547204",
+                "sha256:ffb3dc385f6bb1568aa974fe65da84723210e5d9707e360e9ecb51f59406cd2e"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==3.11.11"
+        },
+        "aiohttp-cors": {
+            "hashes": [
+                "sha256:0451ba59fdf6909d0e2cd21e4c0a43752bc0703d33fc78ae94d9d9321710193e",
+                "sha256:4d39c6d7100fd9764ed1caf8cebf0eb01bf5e3f24e2e073fda6234bc48b19f5d"
+            ],
+            "version": "==0.7.0"
+        },
+        "aiosignal": {
+            "hashes": [
+                "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5",
+                "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.3.2"
+        },
         "asttokens": {
             "hashes": [
                 "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7",
@@ -29,6 +142,45 @@
             "markers": "python_version >= '3.8'",
             "version": "==3.0.0"
         },
+        "attrs": {
+            "hashes": [
+                "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff",
+                "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==24.3.0"
+        },
+        "bcrypt": {
+            "hashes": [
+                "sha256:041fa0155c9004eb98a232d54da05c0b41d4b8e66b6fc3cb71b4b3f6144ba837",
+                "sha256:04e56e3fe8308a88b77e0afd20bec516f74aecf391cdd6e374f15cbed32783d6",
+                "sha256:1340411a0894b7d3ef562fb233e4b6ed58add185228650942bdc885362f32c17",
+                "sha256:533e7f3bcf2f07caee7ad98124fab7499cb3333ba2274f7a36cf1daee7409d99",
+                "sha256:6765386e3ab87f569b276988742039baab087b2cdb01e809d74e74503c2faafe",
+                "sha256:687cf30e6681eeda39548a93ce9bfbb300e48b4d445a43db4298d2474d2a1e54",
+                "sha256:76132c176a6d9953cdc83c296aeaed65e1a708485fd55abf163e0d9f8f16ce0e",
+                "sha256:76d3e352b32f4eeb34703370e370997065d28a561e4a18afe4fef07249cb4396",
+                "sha256:807261df60a8b1ccd13e6599c779014a362ae4e795f5c59747f60208daddd96d",
+                "sha256:89df2aea2c43be1e1fa066df5f86c8ce822ab70a30e4c210968669565c0f4685",
+                "sha256:8ad2f4528cbf0febe80e5a3a57d7a74e6635e41af1ea5675282a33d769fba413",
+                "sha256:8c458cd103e6c5d1d85cf600e546a639f234964d0228909d8f8dbeebff82d526",
+                "sha256:8dbd0747208912b1e4ce730c6725cb56c07ac734b3629b60d4398f082ea718ad",
+                "sha256:909faa1027900f2252a9ca5dfebd25fc0ef1417943824783d1c8418dd7d6df4a",
+                "sha256:aaa2e285be097050dba798d537b6efd9b698aa88eef52ec98d23dcd6d7cf6fea",
+                "sha256:adadd36274510a01f33e6dc08f5824b97c9580583bd4487c564fc4617b328005",
+                "sha256:b1ee315739bc8387aa36ff127afc99120ee452924e0df517a8f3e4c0187a0f5f",
+                "sha256:b588af02b89d9fad33e5f98f7838bf590d6d692df7153647724a7f20c186f6bf",
+                "sha256:b7703ede632dc945ed1172d6f24e9f30f27b1b1a067f32f68bf169c5f08d0425",
+                "sha256:c6f5fa3775966cca251848d4d5393ab016b3afed251163c1436fefdec3b02c84",
+                "sha256:cde78d385d5e93ece5479a0a87f73cd6fa26b171c786a884f955e165032b262c",
+                "sha256:cfdf3d7530c790432046c40cda41dfee8c83e29482e6a604f8930b9930e94139",
+                "sha256:e158009a54c4c8bc91d5e0da80920d048f918c61a581f0a63e4e93bb556d362f",
+                "sha256:e84e0e6f8e40a242b11bce56c313edc2be121cec3e0ec2d76fce01f6af33c07c",
+                "sha256:f85b1ffa09240c89aa2e1ae9f3b1c687104f7b2b9d2098da4e923f1b7082d331"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.2.1"
+        },
         "boto3": {
             "hashes": [
                 "sha256:873f8f5d2f6f85f1018cbb0535b03cceddc7b655b61f66a0a56995238804f41f",
@@ -62,6 +214,79 @@
             "markers": "python_version >= '3.6'",
             "version": "==2024.12.14"
         },
+        "cffi": {
+            "hashes": [
+                "sha256:045d61c734659cc045141be4bae381a41d89b741f795af1dd018bfb532fd0df8",
+                "sha256:0984a4925a435b1da406122d4d7968dd861c1385afe3b45ba82b750f229811e2",
+                "sha256:0e2b1fac190ae3ebfe37b979cc1ce69c81f4e4fe5746bb401dca63a9062cdaf1",
+                "sha256:0f048dcf80db46f0098ccac01132761580d28e28bc0f78ae0d58048063317e15",
+                "sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36",
+                "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824",
+                "sha256:1d599671f396c4723d016dbddb72fe8e0397082b0a77a4fab8028923bec050e8",
+                "sha256:28b16024becceed8c6dfbc75629e27788d8a3f9030691a1dbf9821a128b22c36",
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+                "sha256:30c5e0cb5ae493c04c8b42916e52ca38079f1b235c2f8ae5f4527b963c401caf",
+                "sha256:31000ec67d4221a71bd3f67df918b1f88f676f1c3b535a7eb473255fdc0b83fc",
+                "sha256:386c8bf53c502fff58903061338ce4f4950cbdcb23e2902d86c0f722b786bbe3",
+                "sha256:3edc8d958eb099c634dace3c7e16560ae474aa3803a5df240542b305d14e14ed",
+                "sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702",
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+                "sha256:5da5719280082ac6bd9aa7becb3938dc9f9cbd57fac7d2871717b1feb0902ab6",
+                "sha256:610faea79c43e44c71e1ec53a554553fa22321b65fae24889706c0a84d4ad86d",
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+                "sha256:733e99bc2df47476e3848417c5a4540522f234dfd4ef3ab7fafdf555b082ec0c",
+                "sha256:7596d6620d3fa590f677e9ee430df2958d2d6d6de2feeae5b20e82c00b76fbf8",
+                "sha256:78122be759c3f8a014ce010908ae03364d00a1f81ab5c7f4a7a5120607ea56e1",
+                "sha256:805b4371bf7197c329fcb3ead37e710d1bca9da5d583f5073b799d5c5bd1eee4",
+                "sha256:85a950a4ac9c359340d5963966e3e0a94a676bd6245a4b55bc43949eee26a655",
+                "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67",
+                "sha256:9755e4345d1ec879e3849e62222a18c7174d65a6a92d5b346b1863912168b595",
+                "sha256:98e3969bcff97cae1b2def8ba499ea3d6f31ddfdb7635374834cf89a1a08ecf0",
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@@ -173,6 +398,30 @@
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@@ -241,6 +490,39 @@
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@@ -296,13 +578,19 @@
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@@ -392,6 +786,75 @@
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@@ -417,6 +880,14 @@
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@@ -425,6 +896,14 @@
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@@ -441,6 +920,22 @@
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@@ -457,6 +952,14 @@
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@@ -585,6 +1088,111 @@
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@@ -636,6 +1484,14 @@
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@@ -679,6 +1535,119 @@
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@@ -734,6 +1703,13 @@
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@@ -791,6 +1767,14 @@
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@@ -799,6 +1783,14 @@
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@@ -922,6 +1914,94 @@
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@@ -1008,6 +2088,54 @@
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@@ -1024,6 +2152,63 @@
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@@ -1295,6 +2941,14 @@
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@@ -1303,6 +2957,14 @@
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+                "sha256:ccd17349166b1bee6e529b4add61727d3f55edb7babbe4069b5764c9587a8cc6",
+                "sha256:ce1af883b94304f493698b00d0f006d56aea98aeb49d75ec7d98cd4a777e9285",
+                "sha256:d0e883008013c0e4aef84dcfe2a0b172c4d23c2669412cf5b3371003941f72bb",
+                "sha256:d980e0325b6eddc81331d3f4551e2a333999fb176fd153e075c6d1c2530aa8a8",
+                "sha256:e17c9361d46a4d5addf777c6dd5eab0715a7684c2f11b88c67ac37edfba6c482",
+                "sha256:e2c08cc9b16f4f4bc522771d96734c7901e7ebef70c6c5c35dd0f10845270bcd",
+                "sha256:e35ef8683211db69ffe129a25d5634319a677570ab6b2eba4afa860f54eeaf75",
+                "sha256:e3b9fd71836999aad54084906f8663dffcd2a7fb5cdafd6c37713b2e72be1760",
+                "sha256:ef9f7768395923c3039055c14334ba4d926f3baf7b776c923c93d80195624782",
+                "sha256:f52a265001d830bc425f82ca9eabda94a64a4d753b07d623a9f2863fde532b53",
+                "sha256:f91c4803173928a25e1a55b943c81f55b8872f0018be83e3ad4938adffb77dd2",
+                "sha256:fbd6748e8ab9b41171bb95c6142faf068f5ef1511935a0aa07025438dd9a9bc1",
+                "sha256:fe57328fbc1bfd0bd0514470ac692630f3901c0ee39052ae47acd1d90a436719",
+                "sha256:fea09ca13323376a2fdfb353a5fa2e59f90cd18d7ca4eaa1fd31f0a8b4f91e62"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.18.3"
         }
     },
     "develop": {}
diff --git a/jupyter/datascience/ubi9-python-3.11/Pipfile b/jupyter/datascience/ubi9-python-3.11/Pipfile
old mode 100644
new mode 100755
index 600f8f31c..31fc82b6f
--- a/jupyter/datascience/ubi9-python-3.11/Pipfile
+++ b/jupyter/datascience/ubi9-python-3.11/Pipfile
@@ -18,7 +18,8 @@ scikit-learn = "~=1.5.1"
 scipy = "~=1.14.1"
 skl2onnx = "~=1.17.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.24.0"
+codeflare-sdk = "==0.24.3"
+kubeflow-training = {extras = ["huggingface"], version = "==1.8.1"}
 
 # DB connectors
 pymongo = "~=4.8.0"
diff --git a/jupyter/datascience/ubi9-python-3.11/Pipfile.lock b/jupyter/datascience/ubi9-python-3.11/Pipfile.lock
index 2cd3c51cc..836a38d2b 100644
--- a/jupyter/datascience/ubi9-python-3.11/Pipfile.lock
+++ b/jupyter/datascience/ubi9-python-3.11/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "6783bc4fdf5228299bd3631e72dcd7d3631352e6cd0fe4a020826fa09512f275"
+            "sha256": "de3fac66ad070e998accbd5818310ee3b63fe7275df2e2e6223f895d77d3f7b1"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -16,6 +16,14 @@
         ]
     },
     "default": {
+        "accelerate": {
+            "hashes": [
+                "sha256:03e161fc69d495daf2b9b5c8d5b43d06e2145520c04727b5bda56d49f1a43ab5",
+                "sha256:be1cbb958cf837e7cdfbde46b812964b1b8ae94c9c7d94d921540beafcee8ddf"
+            ],
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==1.2.1"
+        },
         "aiohappyeyeballs": {
             "hashes": [
                 "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745",
@@ -26,85 +34,85 @@
         },
         "aiohttp": {
             "hashes": [
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-                "sha256:03b6002e20938fc6ee0918c81d9e776bebccc84690e2b03ed132331cca065ee5",
-                "sha256:04814571cb72d65a6899db6099e377ed00710bf2e3eafd2985166f2918beaf59",
-                "sha256:0580f2e12de2138f34debcd5d88894786453a76e98febaf3e8fe5db62d01c9bf",
-                "sha256:06a8e2ee1cbac16fe61e51e0b0c269400e781b13bcfc33f5425912391a542985",
-                "sha256:076bc454a7e6fd646bc82ea7f98296be0b1219b5e3ef8a488afbdd8e81fbac50",
-                "sha256:0c9527819b29cd2b9f52033e7fb9ff08073df49b4799c89cb5754624ecd98299",
-                "sha256:0dc49f42422163efb7e6f1df2636fe3db72713f6cd94688e339dbe33fe06d61d",
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-                "sha256:15fccaf62a4889527539ecb86834084ecf6e9ea70588efde86e8bc775e0e7542",
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@@ -545,12 +553,12 @@
         },
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@@ -1025,11 +1033,11 @@
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@@ -1213,6 +1221,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.28.1"
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@@ -1630,13 +1646,23 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.4.7"
         },
+        "kubeflow-training": {
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+                "huggingface"
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@@ -1878,6 +1904,13 @@
             "markers": "python_version >= '3.6'",
             "version": "==5.1.0"
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@@ -2214,6 +2247,111 @@
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@@ -2397,6 +2535,14 @@
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@@ -3300,6 +3446,106 @@
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@@ -3541,6 +3794,122 @@
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@@ -3701,6 +4070,14 @@
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@@ -3757,6 +4134,122 @@
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+                "sha256:9c861d35e8286a53e06e9e28d030b5a05bcbf5ac9d7229e561e53c352a85b1fc",
+                "sha256:9e0480c452217edd35eca56fafe2029fb4d368b7c0475f8dfa3c5c9c400a7456",
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+                "sha256:a33ab881c8fe70474980577e033d0bc9a27b7ab8272896e500708b212995d834",
+                "sha256:a47acfac7e511f6bbfcf2d3fb8c26979c780a91e06fb5b9a43831b2c0153d024",
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+                "sha256:a9b9b070fdad06e347563b88c278995735292ded1132f8657084989a4c84a6d5",
+                "sha256:b10122d8d8e30afb43bb1fe21a3619f62c3e2574bff2699cf8af8b0b6c5dc4a3",
+                "sha256:b8fcfa81bcb9447df582c5bc96a031e6df4da2a774b8080d4f02c0c16b42be0b",
+                "sha256:c1257f4394be0d3b00de8c9e840ca5601d0a4a8438361ce9c2b05c7d25f6057b",
+                "sha256:c2d60f5246f4da9373f75ff18d64c69cbf60c3bca597290cea01059c336d2470",
+                "sha256:c73e2e74bbb07910da0d37c326869f34113137b23eadad3fc00856e6b3d9930c",
+                "sha256:c9a09cd26cca2e1c349f91aa665309ddb48d71636370749414fbf67bc83c5343",
+                "sha256:c9a2ebdd2ad4ec7a68e7615086e633857c85e2f18025bd05d2a4399e6c5f7169",
+                "sha256:cc90102ed17271cf0a1262babe5939e0134b3890345d11a19c3145184b706055",
+                "sha256:ccd73a82751c523b3fc31ff8194702e4af4db21dc20e55b30ecc2079c5d43cb7",
+                "sha256:ccec77aa7150e38eec6878a493bf8c263ff1fa8a62404e16c6203c64c1f16a26",
+                "sha256:cf27fd43472e07b57cf420eee1e814549203d56de00b5af8659cb99885472f1f",
+                "sha256:cf7fd9a5141634fa3aa8d6b7be362e6ae1b4cda60da81388fa533e0b552c98fd",
+                "sha256:cfed5c64e5be23d7ee0f0e98081a25c2a46b0b77ce99a4f0605b1ec43dd481fa",
+                "sha256:d0222c5b7c9b26c0b4822a82f6a7011de0a9d3060e1da176f66274b70f846b98",
+                "sha256:d05a1b06f986d41aed5f2de464c003004b2df8aaf66f2b7628254bcbfb72a438",
+                "sha256:d44ba80988ff9424e33e0a49445072ac7029d8c0e1601ad25a0ca5f41ed0c1d6",
+                "sha256:d857be2df69763362ac699f8b251a8cd3fac9d21893de129bc788f8baaef2693",
+                "sha256:d88b96ff0fe8e91f6ef01ba50b0d71db5017fa4e3b1d99681cec89a85faf7bf7",
+                "sha256:daa348f02d15160cb35439098ac96e3a53bacf35885072611cd9e5be7d333daa",
+                "sha256:db35825f6d54215f6b6009a7ff3eedee0848c99a6271c870d2826fbbedf31a38",
+                "sha256:dc3ad9ebc76eabe8b1d7c04d38be884b8f9d60c0cdc09b0aa4e3bcf746de0388",
+                "sha256:dce74266919b892f82b1b86025a613956ea0ea62a4843d4c4237be2c5498ed3a",
+                "sha256:de19c4dc503c612847edf833c82e9f73cd79926a384af9d801dcf93f110cea4e",
+                "sha256:e2ea752f2b0fe96eb6e2f3adbbf4d72aaa1272079b0dfa1145507bd6a5d537e6",
+                "sha256:e6e9c6e019dd5484be5beafc775ae6c925f4c69a3487040ed09b45e13df2cb91",
+                "sha256:ea09acd2fe3324174063d61ad620dec3bcf042b495515f27f638270a7d466e8b",
+                "sha256:ea621a7eef4b70e1f7a4e84dd989ae3f0eeb50fc8690254eacc08acb623e82f1",
+                "sha256:f1b3b31884dc8e9b21508bb76da80ebf7308fdb947a17affce815665d5c4d028",
+                "sha256:f33dfbdec3784093a9aebb3680d1f91336c56d86cc70ddf88708251da1fe9064",
+                "sha256:f3f40604f5042ff210ba82743dda2b6aa3e55aa12df4e9f2378ee01a17e2855e",
+                "sha256:f86593c18d2e6248e72fb91c77d413a815153b8ea4e31f7cd443bdf28e467670",
+                "sha256:fb16ba563d59003028b678d2361a27f7e4ae0ab29c7a80690efa20d829c81fdb"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.15.2"
+        },
         "tomlkit": {
             "hashes": [
                 "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde",
@@ -3765,6 +4258,29 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.13.2"
         },
+        "torch": {
+            "hashes": [
+                "sha256:1f3b7fb3cf7ab97fae52161423f81be8c6b8afac8d9760823fd623994581e1a3",
+                "sha256:23d062bf70776a3d04dbe74db950db2a5245e1ba4f27208a87f0d743b0d06e86",
+                "sha256:31f8c39660962f9ae4eeec995e3049b5492eb7360dd4f07377658ef4d728fa4c",
+                "sha256:32a037bd98a241df6c93e4c789b683335da76a2ac142c0973675b715102dc5fa",
+                "sha256:340ce0432cad0d37f5a31be666896e16788f1adf8ad7be481196b503dad675b9",
+                "sha256:34bfa1a852e5714cbfa17f27c49d8ce35e1b7af5608c4bc6e81392c352dbc601",
+                "sha256:3f4b7f10a247e0dcd7ea97dc2d3bfbfc90302ed36d7f3952b0008d0df264e697",
+                "sha256:46c817d3ea33696ad3b9df5e774dba2257e9a4cd3c4a3afbf92f6bb13ac5ce2d",
+                "sha256:603c52d2fe06433c18b747d25f5c333f9c1d58615620578c326d66f258686f9a",
+                "sha256:71328e1bbe39d213b8721678f9dcac30dfc452a46d586f1d514a6aa0a99d4744",
+                "sha256:73e58e78f7d220917c5dbfad1a40e09df9929d3b95d25e57d9f8558f84c9a11c",
+                "sha256:7974e3dce28b5a21fb554b73e1bc9072c25dde873fa00d54280861e7a009d7dc",
+                "sha256:8046768b7f6d35b85d101b4b38cba8aa2f3cd51952bc4c06a49580f2ce682291",
+                "sha256:8c712df61101964eb11910a846514011f0b6f5920c55dbf567bff8a34163d5b1",
+                "sha256:9b61edf3b4f6e3b0e0adda8b3960266b9009d02b37555971f4d1c8f7a05afed7",
+                "sha256:de5b7d6740c4b636ef4db92be922f0edc425b65ed78c5076c43c42d362a45457",
+                "sha256:ed231a4b3a5952177fafb661213d690a72caaad97d5824dd4fc17ab9e15cec03"
+            ],
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==2.5.1"
+        },
         "tornado": {
             "hashes": [
                 "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803",
@@ -3798,6 +4314,25 @@
             "markers": "python_version >= '3.8'",
             "version": "==5.14.3"
         },
+        "transformers": {
+            "hashes": [
+                "sha256:a6d7ae9afcfcc0773d8b9ef20940344bd1cae54fe49175ddea61c7c8d11fb52a",
+                "sha256:aa98177980467cb0c73f34b19d70d0577ec021c7c00706fbaca46ac358fd083c"
+            ],
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==4.38.0"
+        },
+        "triton": {
+            "hashes": [
+                "sha256:0f34f6e7885d1bf0eaaf7ba875a5f0ce6f3c13ba98f9503651c1e6dc6757ed5c",
+                "sha256:6b0dd10a925263abbe9fa37dcde67a5e9b2383fc269fdf59f5657cac38c5d1d8",
+                "sha256:6dadaca7fc24de34e180271b5cf864c16755702e9f63a16f62df714a8099126a",
+                "sha256:aafa9a20cd0d9fee523cd4504aa7131807a864cd77dcf6efe7e981f18b8c6c11",
+                "sha256:c8182f42fd8080a7d39d666814fa36c5e30cc00ea7eeeb1a2983dbb4c99a0fdc"
+            ],
+            "markers": "platform_system == 'Linux' and platform_machine == 'x86_64' and python_version < '3.13'",
+            "version": "==3.1.0"
+        },
         "types-python-dateutil": {
             "hashes": [
                 "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb",
diff --git a/jupyter/pytorch/ubi9-python-3.11/Pipfile b/jupyter/pytorch/ubi9-python-3.11/Pipfile
old mode 100644
new mode 100755
index 582e4119e..6af2f61ea
--- a/jupyter/pytorch/ubi9-python-3.11/Pipfile
+++ b/jupyter/pytorch/ubi9-python-3.11/Pipfile
@@ -28,7 +28,8 @@ scikit-learn = "~=1.5.1"
 scipy = "~=1.14.1"
 skl2onnx = "~=1.17.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.24.0"
+codeflare-sdk = "==0.24.3"
+kubeflow-training = {extras = ["huggingface"], version = "==1.8.1"}
 
 # DB connectors
 pymongo = "~=4.8.0"
diff --git a/jupyter/pytorch/ubi9-python-3.11/Pipfile.lock b/jupyter/pytorch/ubi9-python-3.11/Pipfile.lock
index 5bb40ea9e..da9a6d135 100644
--- a/jupyter/pytorch/ubi9-python-3.11/Pipfile.lock
+++ b/jupyter/pytorch/ubi9-python-3.11/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e83df08aceb3f19da7173afdd2948e2463f1cc3c9580d3f9d648c59ea865bc54"
+            "sha256": "d95fecdb27f80d3d81c68b7f30da95a486d00973bc710d60e3624c6b609de388"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -29,6 +29,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.1.0"
         },
+        "accelerate": {
+            "hashes": [
+                "sha256:03e161fc69d495daf2b9b5c8d5b43d06e2145520c04727b5bda56d49f1a43ab5",
+                "sha256:be1cbb958cf837e7cdfbde46b812964b1b8ae94c9c7d94d921540beafcee8ddf"
+            ],
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==1.2.1"
+        },
         "aiohappyeyeballs": {
             "hashes": [
                 "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745",
@@ -39,85 +47,85 @@
         },
         "aiohttp": {
             "hashes": [
-                "sha256:012f176945af138abc10c4a48743327a92b4ca9adc7a0e078077cdb5dbab7be0",
-                "sha256:02c13415b5732fb6ee7ff64583a5e6ed1c57aa68f17d2bda79c04888dfdc2769",
-                "sha256:03b6002e20938fc6ee0918c81d9e776bebccc84690e2b03ed132331cca065ee5",
-                "sha256:04814571cb72d65a6899db6099e377ed00710bf2e3eafd2985166f2918beaf59",
-                "sha256:0580f2e12de2138f34debcd5d88894786453a76e98febaf3e8fe5db62d01c9bf",
-                "sha256:06a8e2ee1cbac16fe61e51e0b0c269400e781b13bcfc33f5425912391a542985",
-                "sha256:076bc454a7e6fd646bc82ea7f98296be0b1219b5e3ef8a488afbdd8e81fbac50",
-                "sha256:0c9527819b29cd2b9f52033e7fb9ff08073df49b4799c89cb5754624ecd98299",
-                "sha256:0dc49f42422163efb7e6f1df2636fe3db72713f6cd94688e339dbe33fe06d61d",
-                "sha256:14cdb5a9570be5a04eec2ace174a48ae85833c2aadc86de68f55541f66ce42ab",
-                "sha256:15fccaf62a4889527539ecb86834084ecf6e9ea70588efde86e8bc775e0e7542",
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@@ -558,12 +566,12 @@
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@@ -1038,11 +1046,11 @@
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@@ -1226,6 +1234,14 @@
             "markers": "python_version >= '3.8'",
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@@ -1643,13 +1659,23 @@
             "markers": "python_version >= '3.8'",
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@@ -3449,6 +3583,13 @@
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@@ -3666,6 +3807,122 @@
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@@ -3980,6 +4353,14 @@
             "markers": "python_version >= '3.8'",
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             "hashes": [
                 "sha256:34e509deb77f1c067d8640725ef00c5cbfcb2052a1a3cb6a6d343841f92624eb",
diff --git a/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile b/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile
old mode 100644
new mode 100755
index 7f41b786d..0ca4e986f
--- a/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile
+++ b/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile
@@ -30,7 +30,8 @@ scikit-learn = "~=1.5.1"
 scipy = "~=1.14.1"
 skl2onnx = "~=1.17.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.24.0"
+codeflare-sdk = "==0.24.3"
+kubeflow-training = {extras = ["huggingface"], version = "==1.8.1"}
 
 # DB connectors
 pymongo = "~=4.8.0"
diff --git a/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile.lock b/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile.lock
index 0f13eff0a..503b23edb 100644
--- a/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile.lock
+++ b/jupyter/rocm/pytorch/ubi9-python-3.11/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "0459c0fa6e92295228f09b3c6f7ce078605769a994d6825a76a7695c8c55d241"
+            "sha256": "5033d91df1b552e734ef90e5fa0b09c7f56c33297c4b465fdc93b9c5de498d76"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -29,6 +29,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.1.0"
         },
+        "accelerate": {
+            "hashes": [
+                "sha256:03e161fc69d495daf2b9b5c8d5b43d06e2145520c04727b5bda56d49f1a43ab5",
+                "sha256:be1cbb958cf837e7cdfbde46b812964b1b8ae94c9c7d94d921540beafcee8ddf"
+            ],
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==1.2.1"
+        },
         "aiohappyeyeballs": {
             "hashes": [
                 "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745",
@@ -39,85 +47,85 @@
         },
         "aiohttp": {
             "hashes": [
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-                "sha256:04814571cb72d65a6899db6099e377ed00710bf2e3eafd2985166f2918beaf59",
-                "sha256:0580f2e12de2138f34debcd5d88894786453a76e98febaf3e8fe5db62d01c9bf",
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-                "sha256:076bc454a7e6fd646bc82ea7f98296be0b1219b5e3ef8a488afbdd8e81fbac50",
-                "sha256:0c9527819b29cd2b9f52033e7fb9ff08073df49b4799c89cb5754624ecd98299",
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+            "version": "==3.11.11"
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         "aiohttp-cors": {
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@@ -558,12 +566,12 @@
         },
         "codeflare-sdk": {
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-                "sha256:ead4179305bcacbb26a97de3ebdb2d0b0c0a70a12aae0919452a6f99a02c0c8d"
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             "markers": "python_version >= '3.9' and python_version < '4.0'",
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+            "version": "==0.24.3"
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         "colorama": {
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@@ -1038,11 +1046,11 @@
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+            "version": "==2024.12.0"
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@@ -1226,6 +1234,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.28.1"
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@@ -1643,13 +1659,23 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.4.7"
         },
+        "kubeflow-training": {
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@@ -2425,6 +2451,14 @@
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@@ -3339,6 +3373,106 @@
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@@ -3363,6 +3497,13 @@
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@@ -3580,6 +3721,122 @@
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@@ -3821,6 +4078,122 @@
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+                "sha256:ccd73a82751c523b3fc31ff8194702e4af4db21dc20e55b30ecc2079c5d43cb7",
+                "sha256:ccec77aa7150e38eec6878a493bf8c263ff1fa8a62404e16c6203c64c1f16a26",
+                "sha256:cf27fd43472e07b57cf420eee1e814549203d56de00b5af8659cb99885472f1f",
+                "sha256:cf7fd9a5141634fa3aa8d6b7be362e6ae1b4cda60da81388fa533e0b552c98fd",
+                "sha256:cfed5c64e5be23d7ee0f0e98081a25c2a46b0b77ce99a4f0605b1ec43dd481fa",
+                "sha256:d0222c5b7c9b26c0b4822a82f6a7011de0a9d3060e1da176f66274b70f846b98",
+                "sha256:d05a1b06f986d41aed5f2de464c003004b2df8aaf66f2b7628254bcbfb72a438",
+                "sha256:d44ba80988ff9424e33e0a49445072ac7029d8c0e1601ad25a0ca5f41ed0c1d6",
+                "sha256:d857be2df69763362ac699f8b251a8cd3fac9d21893de129bc788f8baaef2693",
+                "sha256:d88b96ff0fe8e91f6ef01ba50b0d71db5017fa4e3b1d99681cec89a85faf7bf7",
+                "sha256:daa348f02d15160cb35439098ac96e3a53bacf35885072611cd9e5be7d333daa",
+                "sha256:db35825f6d54215f6b6009a7ff3eedee0848c99a6271c870d2826fbbedf31a38",
+                "sha256:dc3ad9ebc76eabe8b1d7c04d38be884b8f9d60c0cdc09b0aa4e3bcf746de0388",
+                "sha256:dce74266919b892f82b1b86025a613956ea0ea62a4843d4c4237be2c5498ed3a",
+                "sha256:de19c4dc503c612847edf833c82e9f73cd79926a384af9d801dcf93f110cea4e",
+                "sha256:e2ea752f2b0fe96eb6e2f3adbbf4d72aaa1272079b0dfa1145507bd6a5d537e6",
+                "sha256:e6e9c6e019dd5484be5beafc775ae6c925f4c69a3487040ed09b45e13df2cb91",
+                "sha256:ea09acd2fe3324174063d61ad620dec3bcf042b495515f27f638270a7d466e8b",
+                "sha256:ea621a7eef4b70e1f7a4e84dd989ae3f0eeb50fc8690254eacc08acb623e82f1",
+                "sha256:f1b3b31884dc8e9b21508bb76da80ebf7308fdb947a17affce815665d5c4d028",
+                "sha256:f33dfbdec3784093a9aebb3680d1f91336c56d86cc70ddf88708251da1fe9064",
+                "sha256:f3f40604f5042ff210ba82743dda2b6aa3e55aa12df4e9f2378ee01a17e2855e",
+                "sha256:f86593c18d2e6248e72fb91c77d413a815153b8ea4e31f7cd443bdf28e467670",
+                "sha256:fb16ba563d59003028b678d2361a27f7e4ae0ab29c7a80690efa20d829c81fdb"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.15.2"
+        },
         "tomlkit": {
             "hashes": [
                 "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde",
@@ -3884,6 +4257,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==5.14.3"
         },
+        "transformers": {
+            "hashes": [
+                "sha256:a6d7ae9afcfcc0773d8b9ef20940344bd1cae54fe49175ddea61c7c8d11fb52a",
+                "sha256:aa98177980467cb0c73f34b19d70d0577ec021c7c00706fbaca46ac358fd083c"
+            ],
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==4.38.0"
+        },
         "types-python-dateutil": {
             "hashes": [
                 "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb",
diff --git a/jupyter/trustyai/ubi9-python-3.11/Pipfile b/jupyter/trustyai/ubi9-python-3.11/Pipfile
old mode 100644
new mode 100755
index 1f7ed2a76..a69349cf9
--- a/jupyter/trustyai/ubi9-python-3.11/Pipfile
+++ b/jupyter/trustyai/ubi9-python-3.11/Pipfile
@@ -14,7 +14,7 @@ name = "pytorch"
 # PyTorch packages
 torch = {version = "~=2.2.1", index = "pytorch"}
 # TrustyAI packages
-transformers = "~=4.36.2"
+transformers = "~=4.38.0"
 datasets = "~=2.21.0"
 accelerate = "~=0.34.2"
 trustyai = "~=0.6.1"
@@ -30,7 +30,8 @@ scikit-learn = "~=1.2.1" # Should be pinned down to this version in order to be
 scipy = "~=1.14.1"
 skl2onnx = "~=1.17.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.24.0"
+codeflare-sdk = "==0.24.3"
+kubeflow-training = {extras = ["huggingface"], version = "==1.8.1"}
 
 # DB connectors
 pymongo = "~=4.8.0"
diff --git a/jupyter/trustyai/ubi9-python-3.11/Pipfile.lock b/jupyter/trustyai/ubi9-python-3.11/Pipfile.lock
index e062e68d7..2076a3e37 100644
--- a/jupyter/trustyai/ubi9-python-3.11/Pipfile.lock
+++ b/jupyter/trustyai/ubi9-python-3.11/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "fdf4a74e7f27ce5363d4e582d96d7cf91e41bff1fee8fb6673ae5c8b249bdeb4"
+            "sha256": "f5ed47aefe07e85f8e29fe40057cac6b882637a102aaa3366f48f57b035ba258"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -40,85 +40,85 @@
         },
         "aiohttp": {
             "hashes": [
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-                "sha256:0580f2e12de2138f34debcd5d88894786453a76e98febaf3e8fe5db62d01c9bf",
-                "sha256:06a8e2ee1cbac16fe61e51e0b0c269400e781b13bcfc33f5425912391a542985",
-                "sha256:076bc454a7e6fd646bc82ea7f98296be0b1219b5e3ef8a488afbdd8e81fbac50",
-                "sha256:0c9527819b29cd2b9f52033e7fb9ff08073df49b4799c89cb5754624ecd98299",
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+                "sha256:a8f5f7515f3552d899c61202d99dcb17d6e3b0de777900405611cd747cecd1b8",
+                "sha256:a9b7371665d4f00deb8f32208c7c5e652059b0fda41cf6dbcac6114a041f1cc2",
+                "sha256:aa54f8ef31d23c506910c21163f22b124facb573bff73930735cf9fe38bf7dff",
+                "sha256:aba807f9569455cba566882c8938f1a549f205ee43c27b126e5450dc9f83cc62",
+                "sha256:ae545f31489548c87b0cced5755cfe5a5308d00407000e72c4fa30b19c3220ac",
+                "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef",
+                "sha256:b540bd67cfb54e6f0865ceccd9979687210d7ed1a1cc8c01f8e67e2f1e883d28",
+                "sha256:b6212a60e5c482ef90f2d788835387070a88d52cf6241d3916733c9176d39eab",
+                "sha256:b63de12e44935d5aca7ed7ed98a255a11e5cb47f83a9fded7a5e41c40277d104",
+                "sha256:ba74ec819177af1ef7f59063c6d35a214a8fde6f987f7661f4f0eecc468a8f76",
+                "sha256:bb49c7f1e6ebf3821a42d81d494f538107610c3a705987f53068546b0e90303e",
+                "sha256:bd176afcf8f5d2aed50c3647d4925d0db0579d96f75a31e77cbaf67d8a87742d",
+                "sha256:bd7227b87a355ce1f4bf83bfae4399b1f5bb42e0259cb9405824bd03d2f4336a",
+                "sha256:bf8d9bfee991d8acc72d060d53860f356e07a50f0e0d09a8dfedea1c554dd0d5",
+                "sha256:bfde76a8f430cf5c5584553adf9926534352251d379dcb266ad2b93c54a29745",
+                "sha256:c341c7d868750e31961d6d8e60ff040fb9d3d3a46d77fd85e1ab8e76c3e9a5c4",
+                "sha256:c7a06301c2fb096bdb0bd25fe2011531c1453b9f2c163c8031600ec73af1cc99",
+                "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43",
+                "sha256:d119fafe7b634dbfa25a8c597718e69a930e4847f0b88e172744be24515140da",
+                "sha256:d40f9da8cabbf295d3a9dae1295c69975b86d941bc20f0a087f0477fa0a66231",
+                "sha256:d6c9af134da4bc9b3bd3e6a70072509f295d10ee60c697826225b60b9959acdd",
+                "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d",
+                "sha256:de8d38f1c2810fa2a4f1d995a2e9c70bb8737b18da04ac2afbf3971f65781d87",
+                "sha256:e595c591a48bbc295ebf47cb91aebf9bd32f3ff76749ecf282ea7f9f6bb73886",
+                "sha256:ec2aa89305006fba9ffb98970db6c8221541be7bee4c1d027421d6f6df7d1ce2",
+                "sha256:ec82bf1fda6cecce7f7b915f9196601a1bd1a3079796b76d16ae4cce6d0ef89b",
+                "sha256:ed9ee95614a71e87f1a70bc81603f6c6760128b140bc4030abe6abaa988f1c3d",
+                "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f",
+                "sha256:ffa336210cf9cd8ed117011085817d00abe4c08f99968deef0013ea283547204",
+                "sha256:ffb3dc385f6bb1568aa974fe65da84723210e5d9707e360e9ecb51f59406cd2e"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==3.11.10"
+            "version": "==3.11.11"
         },
         "aiohttp-cors": {
             "hashes": [
@@ -559,12 +559,12 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:c4c799648cdac687c1d06850368a091fc81d988f468d0aa4b327dd2414f7d0af",
-                "sha256:ead4179305bcacbb26a97de3ebdb2d0b0c0a70a12aae0919452a6f99a02c0c8d"
+                "sha256:65f1c97ea8e00b3598308504a358645d61031da3e849ef89a4cc13d2ea4823dc",
+                "sha256:f357e3f0d74013194e0ecadb82d3309182053a0f9c2003f34cafa25109a404bb"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9' and python_version < '4.0'",
-            "version": "==0.24.0"
+            "version": "==0.24.3"
         },
         "colorama": {
             "hashes": [
@@ -1693,13 +1693,23 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.4.7"
         },
+        "kubeflow-training": {
+            "extras": [
+                "huggingface"
+            ],
+            "hashes": [
+                "sha256:137cdeb5843f90e637fd53df988cbf6894501900c8f372e7de75a6a1302fe8f5",
+                "sha256:ef36df107b850c6e6587dc1b9b7a92aaa7b6cf28e9d73b5f1eb87dd84e80222d"
+            ],
+            "version": "==1.8.1"
+        },
         "kubernetes": {
             "hashes": [
-                "sha256:5854b0c508e8d217ca205591384ab58389abdae608576f9c9afc35a3c76a366c",
-                "sha256:e3db6800abf7e36c38d2629b5cb6b74d10988ee0cba6fba45595a7cbe60c0042"
+                "sha256:41e4c77af9f28e7a6c314e3bd06a8c6229ddd787cad684e0ab9f69b498e98ebc",
+                "sha256:e212e8b7579031dd2e512168b617373bc1e03888d41ac4e04039240a292d478d"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==26.1.0"
+            "version": "==30.1.0"
         },
         "linkify-it-py": {
             "hashes": [
@@ -2538,6 +2548,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.12.1"
         },
+        "peft": {
+            "hashes": [
+                "sha256:824c2ba148febb743c70363e597dafb35d996e075956ad7bc36506f09fea0349",
+                "sha256:bbdeee4de3653ee43cb6bbe7505816e6e9b4cf8275471be1707d9c253dfe8e0b"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==0.3.0"
+        },
         "pexpect": {
             "hashes": [
                 "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523",
@@ -3559,6 +3577,13 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.1"
         },
+        "retrying": {
+            "hashes": [
+                "sha256:345da8c5765bd982b1d1915deb9102fd3d1f7ad16bd84a9700b85f64d24e8f3e",
+                "sha256:8cc4d43cb8e1125e0ff3344e9de678fefd85db3b750b81b2240dc0183af37b35"
+            ],
+            "version": "==1.3.4"
+        },
         "rfc3339-validator": {
             "hashes": [
                 "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b",
@@ -4286,12 +4311,12 @@
         },
         "transformers": {
             "hashes": [
-                "sha256:462066c4f74ee52516f12890dcc9ec71d1a5e97998db621668455117a54330f6",
-                "sha256:d8068e897e47793281501e547d2bbdfc5b8556409c2cb6c3d9e2ca77d4c0b4ec"
+                "sha256:a6d7ae9afcfcc0773d8b9ef20940344bd1cae54fe49175ddea61c7c8d11fb52a",
+                "sha256:aa98177980467cb0c73f34b19d70d0577ec021c7c00706fbaca46ac358fd083c"
             ],
             "index": "pypi",
             "markers": "python_full_version >= '3.8.0'",
-            "version": "==4.36.2"
+            "version": "==4.38.0"
         },
         "triton": {
             "hashes": [