Instructions to use Synthyra/ESM2-650M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Synthyra/ESM2-650M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="Synthyra/ESM2-650M", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForMaskedLM model = AutoModelForMaskedLM.from_pretrained("Synthyra/ESM2-650M", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update FastPLMs runtime files
Browse filesAdd-only FastPLMs files-only publication. Checkpoint weights and complete-artifact attestations are unchanged.
- README.md +4 -4
- config.json +5 -5
- fastplms/registry.py +8 -1
- fastplms_bundle.py +190 -189
- modeling_fastplms.py +1 -1
- runtime-attestation.json +10 -10
README.md
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@@ -23,7 +23,7 @@ Install FastPLMs from the exact source revision paired with this model card:
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```bash
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python -m pip install \
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-
"fastplms @ git+https://github.com/Synthyra/FastPLMs.git@
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```
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Python 3.11-3.14, PyTorch 2.13, and Transformers 5.13 are required. Eager, SDPA, and Flex use the core install. FlashAttention requires the `flash` extra, compatible CUDA hardware, and BF16 execution. The Hub quick start below requires network
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@@ -175,9 +175,9 @@ head.
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## Provenance
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- FastPLMs weights: `Synthyra/ESM2-650M@ca0718a5d52b80d5c60dd76860e55e061a95fb0a`
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-
- Runtime revision: `
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-
- Runtime source-tree SHA-256: `
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-
- Runtime bundle SHA-256: `
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- Generator/schema version and complete/runtime-only attestations: recorded in `provenance.json`
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- Official checkpoint: `facebook/esm2_t33_650M_UR50D@08e4846e537177426273712802403f7ba8261b6c`
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- Artifact source: `fast`
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```bash
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python -m pip install \
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"fastplms @ git+https://github.com/Synthyra/FastPLMs.git@1b9ce023f1e06571cf3e6324be0610ffa53e0a4a"
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```
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Python 3.11-3.14, PyTorch 2.13, and Transformers 5.13 are required. Eager, SDPA, and Flex use the core install. FlashAttention requires the `flash` extra, compatible CUDA hardware, and BF16 execution. The Hub quick start below requires network
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## Provenance
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- FastPLMs weights: `Synthyra/ESM2-650M@ca0718a5d52b80d5c60dd76860e55e061a95fb0a`
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+
- Runtime revision: `1b9ce023f1e06571cf3e6324be0610ffa53e0a4a`
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+
- Runtime source-tree SHA-256: `c4b528bfbb32254377df3a48f1fb26f9354cbf1878675f43eb2e322ed035a91e`
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+
- Runtime bundle SHA-256: `3b39829fdb32f9bbd286187a49f4ffed1af1e302f69aad4f9427e98c0d889ec6`
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- Generator/schema version and complete/runtime-only attestations: recorded in `provenance.json`
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- Official checkpoint: `facebook/esm2_t33_650M_UR50D@08e4846e537177426273712802403f7ba8261b6c`
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- Artifact source: `fast`
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config.json
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"fastplms_checkpoint_repo_id": "Synthyra/ESM2-650M",
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"fastplms_checkpoint_revision": "ca0718a5d52b80d5c60dd76860e55e061a95fb0a",
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"fastplms_model_id": "esm2_650m",
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-
"fastplms_release_tool_revision": "
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-
"fastplms_release_tool_sha256": "
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-
"fastplms_runtime_bundle_sha256": "
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-
"fastplms_runtime_revision": "
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-
"fastplms_source_tree_sha256": "
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"fastplms_weights_revision": "ca0718a5d52b80d5c60dd76860e55e061a95fb0a",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"fastplms_checkpoint_repo_id": "Synthyra/ESM2-650M",
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"fastplms_checkpoint_revision": "ca0718a5d52b80d5c60dd76860e55e061a95fb0a",
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"fastplms_model_id": "esm2_650m",
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+
"fastplms_release_tool_revision": "1b9ce023f1e06571cf3e6324be0610ffa53e0a4a",
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+
"fastplms_release_tool_sha256": "1459b5d7d13d9b07bd97b3eee764f2ce73623e15e32d07ddf6825c2a9509afb9",
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+
"fastplms_runtime_bundle_sha256": "3b39829fdb32f9bbd286187a49f4ffed1af1e302f69aad4f9427e98c0d889ec6",
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+
"fastplms_runtime_revision": "1b9ce023f1e06571cf3e6324be0610ffa53e0a4a",
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+
"fastplms_source_tree_sha256": "c4b528bfbb32254377df3a48f1fb26f9354cbf1878675f43eb2e322ed035a91e",
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"fastplms_weights_revision": "ca0718a5d52b80d5c60dd76860e55e061a95fb0a",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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fastplms/registry.py
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@@ -20,6 +20,7 @@ from urllib.parse import urlparse
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_HEX_RE = re.compile(r"^[0-9a-f]+$")
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_IDENTIFIER_RE = re.compile(r"^[a-z0-9][a-z0-9_-]*$")
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_WINDOWS_INVALID_PATH_CHARACTERS = frozenset('<>:"|?*')
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_WINDOWS_RESERVED_PATH_NAMES = frozenset(
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{"AUX", "CON", "NUL", "PRN"}
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metadata = {"license": self.hub_license}
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if self.hub_license_name is not None:
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-
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if self.hub_license_link is not None:
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metadata["license_link"] = self.hub_license_link
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return MappingProxyType(metadata)
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_HEX_RE = re.compile(r"^[0-9a-f]+$")
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_IDENTIFIER_RE = re.compile(r"^[a-z0-9][a-z0-9_-]*$")
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+
_HUB_LICENSE_NAME_RE = re.compile(r"[^a-z0-9.]+")
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_WINDOWS_INVALID_PATH_CHARACTERS = frozenset('<>:"|?*')
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_WINDOWS_RESERVED_PATH_NAMES = frozenset(
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{"AUX", "CON", "NUL", "PRN"}
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metadata = {"license": self.hub_license}
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if self.hub_license_name is not None:
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# Hugging Face validates custom license names as lowercase slugs,
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# while the manifest retains the reader-facing display name used
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# in generated prose.
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metadata["license_name"] = _HUB_LICENSE_NAME_RE.sub(
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"-",
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self.hub_license_name.lower(),
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).strip("-.")
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if self.hub_license_link is not None:
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metadata["license_link"] = self.hub_license_link
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return MappingProxyType(metadata)
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fastplms_bundle.py
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"""Generated deterministic archive of unchanged FastPLMs runtime sources."""
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-
RUNTIME_HASH = "
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RUNTIME_DATA = (
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'P)h>@6aWAK2mk;8AplDmgd>{*002M-000yK003rTb98WQZF4VQUukY>bYEXCaCwcDT~FIE6o&8fE6#kCOkKrpD{WG>fiw*S0w!&%'
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'ka3ff)~XXnw!<ih|Gr}<E=?(v+%(O3-uHYsJ!OoY2<t9R&nz_UT*(|7k*~x8LDmjUDRLYq$@LPU(nYHfT8kExcvu78H`+K0R)ehk'
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@@ -1087,192 +1087,193 @@ RUNTIME_DATA = (
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'+m3Nq@;-f??fbIA7)-fib&21S$;W9sqL#;N&<ya4eCqx%*^L&a!hMGt9iyt%){ik0pHp9d9o5uo@#;$M{K<KIWGYPfNl|`hp-Xcb'
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'Q0W-A-EVBi*)7eOh5W<Oae?}WF`6ugU-Ax3V`;Eo9FQbF4vaPm9Ti49DD`}-P}#LDm|lU<VTdfsN>t2Ky~jq8j2L{D-m(GhYIX9-'
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'Bilwy$1$@ZEhT`%9i-^v|E4s?%fF6U5vWBIFutVt#=kI6#IVLVSgg#Bm<=kU7(kwjyrj<~p2y8l>r3;FSs726iQ1u&)od3p(Z?cP'
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-
'S&&aq<D=PUs<{G@o*bw&!TM%)E)|bg9KsfBED>S-^jd1E!QvC@?@$}=u3GUgyTZi(15ir?1QY-O00;
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'0001HVRLkFY;AKda%E>}b98cfE^v9}
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)
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| 1 |
"""Generated deterministic archive of unchanged FastPLMs runtime sources."""
|
| 2 |
|
| 3 |
+
RUNTIME_HASH = "3b39829fdb32f9bbd286187a49f4ffed1af1e302f69aad4f9427e98c0d889ec6"
|
| 4 |
RUNTIME_DATA = (
|
| 5 |
'P)h>@6aWAK2mk;8AplDmgd>{*002M-000yK003rTb98WQZF4VQUukY>bYEXCaCwcDT~FIE6o&8fE6#kCOkKrpD{WG>fiw*S0w!&%'
|
| 6 |
'ka3ff)~XXnw!<ih|Gr}<E=?(v+%(O3-uHYsJ!OoY2<t9R&nz_UT*(|7k*~x8LDmjUDRLYq$@LPU(nYHfT8kExcvu78H`+K0R)ehk'
|
|
|
|
| 1087 |
'+m3Nq@;-f??fbIA7)-fib&21S$;W9sqL#;N&<ya4eCqx%*^L&a!hMGt9iyt%){ik0pHp9d9o5uo@#;$M{K<KIWGYPfNl|`hp-Xcb'
|
| 1088 |
'Q0W-A-EVBi*)7eOh5W<Oae?}WF`6ugU-Ax3V`;Eo9FQbF4vaPm9Ti49DD`}-P}#LDm|lU<VTdfsN>t2Ky~jq8j2L{D-m(GhYIX9-'
|
| 1089 |
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|
| 1090 |
+
'S&&aq<D=PUs<{G@o*bw&!TM%)E)|bg9KsfBED>S-^jd1E!QvC@?@$}=u3GUgyTZi(15ir?1QY-O00;m803iUOR1h<iF#rHH>Hq)~'
|
| 1091 |
+
'0001HVRLkFY;AKda%E>}b98cfE^v9}ef?MCMzZMd{1uAsI|qB$crugRocq`)cL`%MoG`!vlg%#S>Iho~?bwo6l4pix`QKkve^-A9'
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|
| 1100 |
+
'>K)I$oxjN;RX@`q4C|}#CpO||ql3}e=y-pWLf^)FhsXX2Q;T;;PTe1S|Gldp`Zlz^w|l2!4=mPw0N4U^YJNc)E84qXhJu6qGE@zv'
|
| 1101 |
+
'*)&@MX+j}vB~`S7h~uEVJ=wo_4@9;%K0G;256<>}z^5*1^P;?Wbae6;nE$=;7%BGT*f;%oc9YjQ<;`@N;osRj|D0y6;H3Ob*4*k>'
|
| 1102 |
+
'=^Nk6uVOZzvdy>Szn)t3b`N!`to@2rzh=K*e-l3#l}^t_`-kU%s9kZI&$89L#fsUgtyud@2?&6&=l>$GzCU>VO*;B{w0|-70Bn$h'
|
| 1103 |
+
'PEweoY?0$sNRY;>6q`cUfpE>`s~La|c2RH~m&g-$-VDFQr^#gJ`fjJ3>@?ZV*Zft58x28seDdSy`0#H)R_{;VIs?~MAM&#Jr<kbx'
|
| 1104 |
+
'A1fpy_PecD6WkvNuyX*E?(dC9Kb)K$I>4F*Y>!xZkxz@&0)Nf3`i8;#tbP&5XMD#ReQxUvpb5r$8BbuVq=m1x#z6k#BCkm~+&kG='
|
| 1105 |
+
'0O`()%)uT<KhNaPtZs{0Heq9V4PCumWc3FC{S!=$4cZ(HhWw6ye9VWPZ>|B_4|$3EAQ10<RYJ#Lw>RLzCY!=W0~>vIJ!jQxfLql0'
|
| 1106 |
+
'luh7lR!m@HPgiC3F)QY*%#|FcJ=jCralLBVAA$3kP;YV3z(!T(Q}{Faz-oODBs}_@PgaNv>DxwBdbRZy_sL`UU;^<ix+_g9qo2oT'
|
| 1107 |
+
'dp3!<^GaxSbUseU4*3g)@*;Chc*##^d+$B%-9LHm&CdKVf_;HATHGdZbG4g!0x6g+oLvC7fDM1|{CouCc6I@y_ap4lb~7H@2!lB}'
|
| 1108 |
+
'I5>hGE&YD<ZtthV6K7}yh7A|brs>DLE@lP%Knat;-Mbi{r29t*);FK*U;HoL144t9GAnN40e$-(#ai#ngQ|X?H6QZn(fiPMkmK6C'
|
| 1109 |
+
'C=aSRO2MI0=VD^_Q5uDwOftSZ1xvqy|HF-rk)e8FG0OYP=<tVk<MjOE;Nb9QHY~k(cwMmFa0preqt>DNbIblV*$h@>*;KGjjqyDJ'
|
| 1110 |
+
'k~)&pc6M^)@Z(Q;adX=?e94p`aJMNaH86J#Vue$6uy=Ttj?Ui;An#7j#{eUq&WE$>tXQtDfi$`10BbG=S>@zpoWlNe^tO9O8z7BE'
|
| 1111 |
+
'hP2UGgE`M{fT9^p^R?dYKjd|p&&kKt5*AsWEy&ARwkYNWg~GHT@<wPxDJmarW6s3I>G}9<1nYl|?i5oKCMp{Qy_%3{oqsHxUURL^'
|
| 1112 |
+
'^U56x`C(ezpuA^(nxaBlTr+k~DzY9O?7crc`s+IV$v|NRE-rZ3BLl5OgcOID3<RT(v?!OW)_kAiZcc|p3aE?@ixTAx-)AAedMSep'
|
| 1113 |
+
'1k>BhHz=*8x!mgrmUTX16Vgx|m%z9d02;{AU*sd~glSt)bhNUbdM5RDb^XZew1izW^le_0AIxvKP3LJVtqKH>suZg$)g}x&sL-nh'
|
| 1114 |
+
'`_~p9$(Lz0SuOYnI#Q@#unv2d5RyIppmqY>kAXv_oZ+OLE*$WJ9hsj~5E!dZIayvPcBG4J>8C+vG$0e7O+H*#WzMK`ZmtKEcaJt-'
|
| 1115 |
+
'-i)!_k!gUIVY_Sdo2n)sZj_+M2)ky|h6$-bj=QWpFI^tNJ~-Tfy<L@P@0foSyDTZ7qy)Pm<Ad9n`WS}S*(h{%ZgEvw`v!L1oHQxr'
|
| 1116 |
+
'v6NeG2r*}6RRT%OQ%>>CZT99rzwr}*TiZu4AX!;kLzCegO$(eYEe>!~0TF;UCKw#}rf4nN@Qu2?bGZFPQnQwM1B<mzU8-zR4M;zL'
|
| 1117 |
+
'9`MLc19Jk5B~P#O+w5ae)kfF1w%B@#&V;RVRM%DA`zf2Ra`v;o%ZkQve3lhWK8-%z<|Q+wa)YBZnQ|Mc<O2~i%m5#k=2Gkhzz3c)'
|
| 1118 |
+
'WCqABP`jfPjTb1>0)fsMlVU8U_Yqs)jR2iNgsTd66ZX`PcD|!FJ&jxrJ6Rb47l=yWlV}!2yJ}rE&CU{FBlC=8E6iAkD9%8pjwbU8'
|
| 1119 |
+
'`o+;gXgHOhVe&~s9H%}j@QIrcMG?cGXck(PD6^%aEGku~0%ql1PfZKH8`ij=FMDw`jQi0S345tZ0E(<o0}4V5Vj{?Ki|jLdN?!Lb'
|
| 1120 |
+
'zq}f*mavKS`e^^^GR~P02@d?-v^TlUkay)U#@|L?y}@$o6#*Ww7!rUpyEf@mf6FY#1_q1ZNTXq^ZMJl&Visv!VMRx5gw5XIOS`Td'
|
| 1121 |
+
'IzEy1Ou{hsonpfRwB2i9cB?k;k<VfVA1^SifwasI@h`u`*fj@dz`)mK^|kXegT^R@eb0cl@CU`onPWyqxX}t?xsQi8+@LgMS{(jL'
|
| 1122 |
+
')8!p|NK;{;U1y@`ltMud<?|WcRi$cVB^Jw>#rI;ZKOisR^UB%7ZgkIj{YCvCrmp78o#6t^<j=~P(BmvS8P}_P5H<6vZP@R=U~>ns'
|
| 1123 |
+
'kG*ALwPGEk&*+UoZc#BGPgI~=r)ck3w~?c8#hE!!3^sx62e}e^%H|*$6z%Oozv9w6e`YWK%urb5?QJ#XC4dJq_dstlZw8TOdyLW9'
|
| 1124 |
+
'sN#PxTD#V~qGJOjXJE!tp)dfSVW1@2NGRJN^%dTONL8lLB$V9%l>GA~U$&9nF`}%Aa{NIt_04&VeH0Bh(E@g}Xa$9~zr}8Smwc<R'
|
| 1125 |
+
'`)>DJUh2DT<de+b!rItUZG<)xK0@)nlG@okvVj9)GP=R3Af4ys4eSmHED=~CJFr2&j(4N4zZ|H|dN=y!>xbbDNCgT%JsiNXY*0YW'
|
| 1126 |
+
'$3RAp563LND78~?rpLx4uY2`dF9*>uwAbSm*j8fW0aGKqP{Y}3K3`<*<W`m60LjA=$g7wdm^?^4amC!@&;o9NDt}Ay6iXK<o=r`{'
|
| 1127 |
+
'=SP7`9EwZ?ieeFgt^-?Md#6^AAlF`#&u47m0Is`sbHH8j`%t62%U^Kd5AjA^L=)3FlSLITIVsWgw^%VkjNYwoZqRXfkWJ8;EM>%~'
|
| 1128 |
+
'DYIpBTeX^*;K#I>YUUwjNBxFL;JZ<~0s-q%^M*k*91gF9$U((*S(wRDSPE@T!C}NIC`0RU6wXjyU$=PW46f}p?cEn`z8G>2i9flc'
|
| 1129 |
+
'4u8M~!iJq8_|V^I)K8eo!3^MPz~5!f?T+Bjuyrtjldl|UM~$xUqAV(<;D?U0h$}C~@K^I(k2K}%t9q^<I0rDELCoAmNq3`;n5KNy'
|
| 1130 |
+
'lS4%|(ua@mn71Fcb6m_I*cUC#Rg>4u@6XiEh$#Wlb+sy|S$(JbM5#&AUKfSYeuuk?PnK4qi)o!?H}bkHSSe}lfL;k>q=sNCD`E%T'
|
| 1131 |
+
'giwSE`UBHIy|f~=)Tmmu%N2|t44*|bsN*nOPlN^$J+QEWXNbzKu_k!exq+6v-vsRoVSBT9%Bh8Mfhv}=-r$Bg#Vt1r5w}SQ9i;8j'
|
| 1132 |
+
'L)Rn`+oi*3ND;BUhgcV9N?c&FZJXV7HW}MJX+!*x8JEvtXY{N*!mzm+nvXA#0}6u55*eY*DK8DJk<QAdOHUZ`^!ieJ_eYr2tZWUj'
|
| 1133 |
+
'k{Leb$SAj*82C-bggY$w`jumG4r&|pSF#|CK+?XpNSe5mWNey|BhCu^gl85s2vAy^{S-v)&IT15R%iW|*_;*AVg6(>+K%bjoC?eE'
|
| 1134 |
+
'Y@jSB+mBrLJYWfGklu}mFP3*iS)KiDDEsqnB>mHz`#L6QjkaM;HkdaxBNOs8Y{UkYnHFM$yDR&!L|D4y4XlZ|*xxZ}uuD-WP-Tpg'
|
| 1135 |
+
'@XwVAat%ZCE^LC;99Y9aHgCAT-C=L`lnyuq0%8;;P`0AjI7R<rf;1GuKlYR`<NrG4&=C+S=e7Lv!U-&5PJF~D?t>JN1Lf2N<UpL5'
|
| 1136 |
+
'#|6M?F==~T;3hNO4~m~=-{lUw77E(<$F&l|!&&EdCRsg|+Ytzd`Fz@FE@f`%OzV^O(_Jp98i+lZ%9j0+&8)OsxT@5DP{bInuqK;m'
|
| 1137 |
+
'0&)>(vl2ao(%^p1j5U)CUN!U8O*62deY!;<m)T*Z1r{a)xLd<s0#}{p_0BAtV3V-3F6Y@D1I{)y3m8b{!jX})c-ST%k`i)!E@R@u'
|
| 1138 |
+
'!j<3)J{&fyYifRC6SWf$oR{8Fl!hu=ygwAC(w!kydmR|KcEU5^c7{3Kurpprj}p5C7^Lln+a)wh(S&WW79UxwYSFSn6#!`l7QG>*'
|
| 1139 |
+
'*7-a~LXq1uC2o_gu|A5G8DMvgrp{38X)KsAP(4Y7P6NOx(cf_nijpAF-&{%|^4h+1GH6YkyM%bav=Ch!Sw(M}ei21#GKN?r-lG-I'
|
| 1140 |
+
'R{5o>!esKmXW})~4S9TqyOB3y%nlFYjhdb}xj7lSvAs!I4!K=RJ@V`?mY+`TEI1Mz2fw>6v|rh-J89|gHNC!IpnJ$%eb)YGd;7$G'
|
| 1141 |
+
'zt$F5H0d<Ym#GpC^?F4h&i2O^0Bk*p;2=T}rn1$G?6;EJS;It)cAM|XzW#_#$g)B7C9UY?rF-JHlTr4j)NF2?g}U4tkIQym0g0(5'
|
| 1142 |
+
'n9+g7+QF1k9!C*JZ=@V3O3FAzoQ$J<j$131kqac$MRUP*%#^VNy?k7lpg6RMFJDkH?-U;|YG@9a9#g<7Q-$xewJ}ITZo*=}+0gM{'
|
| 1143 |
+
'k~<Tg@u0oFjMqu~ZjW?F@!c!!0{%%zEmIIWSW!Iu!u`O9Z}}M;cIJk^!c#6P1kRASnCmyi<11;Z#RSAtZ}@-EKWQWxQ<3#YLxUvP'
|
| 1144 |
+
'Q(MZFt{{WPtnvoaHwyD;GG9?PFuEWOGP5d}W-#Ph?i4;4qK*>>XF>B=G9CwN#N2h-RCo<W+f;C3R77V2WeM_v7FILkLyqwxRl?vv'
|
| 1145 |
+
'e9_uN5Cq|rv_Z+~4nmLx?224(3fJSG?OK!$f|Y488;CJk0Ks@Nm(NY!BKL+B#1;-R674#)WG0(KioRV!ohz~=TiBvg&EDi;u1l}d'
|
| 1146 |
+
'hoyTayuJx*o|h&lShNlRbXNuHU*8GCvgjRukaB||Ijf%9@-u7zs*)5!2}SrkT|eg1$t9}>q+!nBkk9g81s&NT^S?IeY8U)bZl_#I'
|
| 1147 |
+
'Fu-diK|217gD>316ylL|Q1p9`DbiTiUVD{qzmj_8j&@0Me3V4Z5qKqRq0urcYPx6f0#QOo{!$@+Wloo6*A{ao#SmqT>zX!4y`06I'
|
| 1148 |
+
'r$_gy%`fVQXj<i5JItoQyIO?dn0BMs1MQw739yE=n5GwDK28EGjror$G@{gs>VCJZ@M-d);gjO0Q}&I`7yngQwXh}ig*Pd_7?dfD'
|
| 1149 |
+
'Z>jVyiZ#jT+Aqp`HV~kT1B|wkx~edM;DED;GUa(;&N~r;fsDI`9R`ro&P_^UN?uGJS%Jt0#AtHakMN#LS>|e>r$M*58_hvPVtf!9'
|
| 1150 |
+
'y1XJGOePCpxa>N?GxO{^$HSsp&V}N=9v4LiibXVSe-QOl2&MWWU-bLCE>W`B91JrkO%>O120ImL4~MW(0o7v|4sWxVJ`C>}-VeLX'
|
| 1151 |
+
'rEdir7=uGVPtgj6bkBl|{tn3WbkY7A;RR=cLX30SFmL8u-19aNArVMe=YNNhPgmuKvigM1Bed~xb|4~%s0>v~DNk90Rj4PM<bkxa'
|
| 1152 |
+
's@TK9mPOQ}Eu=ff9D8V3VU6{N(_$tyN6|oE#j}Ze>jy&#uSKI;<h_Go5HB8v=0NbZ3ZQzyo-1L&6JDu;CwQD$!pDzsE2yP<!MJk+'
|
| 1153 |
+
'ShYAoJn(VAfry|y5rV`_cI$_J4ez0q2ObJ^oulKvDtGe5vb{s#(2XID0OPTBR_F6_wOD8J)i8KwyOTKlBjpZ08)-GjYVddkvBAkk'
|
| 1154 |
+
'I!9>B+J*wdg}e<kvU@?1lJ*|{1j9ASLHnHQNIGNV3Xdp@PD?!=v<~8WoTPjM<v$_f3|-*lwGq(7V{qM#bE9GPAY;&^j5Le3^#Sj1'
|
| 1155 |
+
'(Qy6UHc(s*YvoCUD?E_D=FqCsHC+R%5262h!zvKrgUZ|zNV~A}tYBDI<rF?q!HOMCX~fBQdGOtH?tO!iCq7OdEcoI>Z=JO9vx4EI'
|
| 1156 |
+
'0)?;_|3}=9zKdQvvBT?gPtu%^Vrc>Fvtp>(r<BLyH8~yuW=T9|b#{ZrRY)mD^D>hv!&b$VIN|aVnkS5#H5!bjR?*K`$_ai(l~I4e'
|
| 1157 |
+
'SoJqFSYCd*{PGGzAaVSg*eTMiK%n}}3Je!h_qz_N#xk-m>qIdJN#8RwI<-q?9$I*x)gPvOpI2)EyYb2)ZD!;YbH#ig;p`5^N|tlF'
|
| 1158 |
+
'=3)+a;ufQh&;!IBueUkRH6!7#vr|JeDN5E)lU2OVv!}={hyoQ{WDvbo9!)Mn%rQe6IdgnDAt%b}I=j;Y*sSKb1i4OU95N9xzbJX~'
|
| 1159 |
+
'LVZTC_)a`;ijxvHrz_@lYIEMX#+pqIUQTDV<e8Cvv-uo=4z})`{&v&&zkl+ctTPDxf1M@Bzq-7K<EA`;&e0#gx?!IMB5H^C+)S`U'
|
| 1160 |
+
'{7V@)uk%Z7eR!F*4kJ9zcQDv>4dsT*EJkp`IvS2}qXgo`f?6*1w~Dzne~Y!Lq7=DG%ED*J0chXBXU~D>2UDZgz=RrOnAG^09Q+H@'
|
| 1161 |
+
'!6h1ID+7tJ#cdy>rF#rMh*G#CVo@Um!9bRtGNWxjNjcYM(s!$CE8Ivc>!O7RIn~_KHRG9QydoqWP+NdB>Wh8`(g{6LZZTRnIi1m0'
|
| 1162 |
+
'BdSRj)JQopi<$*pCKL-G0!=_t!!&E<l(`<6;Y`8o#qSTtEZ<Pk#)iME7w?fgNk-NrQfhyH=lj3z9PjU(@5%g0c1k5u{<N-UuqMlP'
|
| 1163 |
+
'XY_h!@21X~^;V}{B84xM$;v6vCyoktd79+RhrqJ@d4>^&PK^>NdtK+*hb{YXl2P$_N}Y>6lMKsBd$S3V7!3<AvQMxzN|{HQ461oK'
|
| 1164 |
+
'dcOC7M>hcyU~EA$Ot_$KE}H1x?Z0hZ;Xx`qcamqj^>azG&{;&=I+c0;h%PRHN)M++LW6enBGa}y<LDk8c5CQiw(roNfZLrDH;KI3'
|
| 1165 |
+
'3E`{C`JKlN6ElZ_Q99XX9oi21Vx-4Xjlw|eXr{CwN5Jm=)0YM(u#LLBM%Sd)4dTEw6@(%4O!n~Et8=T;+>6g7q4>6KmsCAw$8L?n'
|
| 1166 |
+
'W!}!KNmmJ_8S4Y<>f5Tp16h=?LS>g((|oGxsZ(|XS<4wtwPTf$G&e-=#^clT=;G|ilD16hD4A!JMSofvD?iP`m7Hz?EFdwP5|$l<'
|
| 1167 |
+
'A*3pPpwW^C486){R<`sE4Vfn-mG--tl7vwr;tgpt4hmhD>g*oTjX3-(Q*&W8l+J>B41e<ydJBWpskX=nYL(oiM~>Ba)D*ptMF(UB'
|
| 1168 |
+
')`zdZ^dFGbg*G*pnAE33RlojnN9RVER11(?)PW$wk;BD(Bd9J+XIwxC_1YhUCk~tjWKQS=2l^m#%J|I1G`T7nF$Vhy_9fD)A#R2a'
|
| 1169 |
+
'(jLCmB*I5<oes&YEVNS{1T}~PND4@ObJ?oEo#5g%kP&HhC?*oX<|~=QTWdYDk}tlTNxvRl*TQy#1{#IrFfXTE?zJ=J^<Dg*j+%-9'
|
| 1170 |
+
'5nLb72=miIBF#hJd!*Wy!9w%uW=^uEnB~b(Wu*T;?6ePMH?V+!G^n)>Gu%L=JMjANRrCD7*0Y2>HO>*{+H6qmCC#8%eGMW_q>w~0'
|
| 1171 |
+
'$PDiAh;V}c+nlUt$ajq6B;v0TmnoKLqL#9b+`s`&*uMi$#0Q^%#C{>vH_D|+bnPZSq(JQcu5`!{8=9SRtHT5eRfPd`{RKjx6Tu11'
|
| 1172 |
+
'ndnw#s5I2DDFS26*k>IeqtbH^OiqQz#(@<ek_LJ_x>{g^skcI?U5f1AS20mvyaqxHw(PHy(&C;pZ<_1)_{V)WQHWvl!r*Jv@p*PH'
|
| 1173 |
+
'kq=TQ_Yz6Htm9*?<m9G)YuleTL|JfLfCusghP??BngzfAVD<>HxA#pkfU;+#Ey6}vWnp>h$V<9u@)I*kUZiKZ$3IN9?h{{P2z4<T'
|
| 1174 |
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'0o0vLI@$x5N~ql#Wll^KE&eK!;*cJ0kQYbiSgGtrc2#~AD-jM^45TZ>-MMVzmup}1&3Yc12EG;ovmg{eUR^1%@Pp8plgdie=}={<'
|
| 1175 |
+
'f{A5stEOeTD3tbPz3r&V=-~_GNv~#EQSao<;*|)A>#S90i>9N%KUR5t*YRCCQnlv4$;?Si=@f$6i?--`ZcQL(RiQalj4aFtn9RtE'
|
| 1176 |
+
'F^2Zd*M4nE7I{LtA<~cYcY8aCu$gd(^arS41ud}Mld)ievaw&_#{oOsrQE>I*P`V9L<aiXB>M6RTzbeVn{gSS$>6D=>$?_@EUvWM'
|
| 1177 |
+
'T<@_mG?O%E?6|H#hMY3Nf7}DNI_Hw}38*50|2>Cv*`y`>kLNS=DPdz2Fu(Oxk{zay=mSgiq>^c3P}&PGtkf58VL;j_i_9cglyDPf'
|
| 1178 |
+
'13;{Z*2CZQePJhF^~f%W*pPDUMSoLU7L~_5s+5kAw(KNaZxlXcOH!q0LDz91k}&U}$IyGGG$hAb8Df<bizV0b3;U#9ChD=}iBkxo'
|
| 1179 |
+
'CC<QoEYD`65GE6-KRnTOVBzhTxVB}B+f1|B7LA4sxVsE-C&d;@l@CgWW=jSAUf%8)G$kGH(Em%UboIE1jH<|5j4U(^LnfD*BD0aW'
|
| 1180 |
+
'&SYjPzhJ<kVd5%kt88s-i<jy5o~NL8p^wQ2iLp*@GqN`U1}DX9rnj&_#aA49^Xgu%A5e|A|K3#Pwvw8Y#H1E>CSlu1^uPTOdxk{H'
|
| 1181 |
+
'BC^Ssn>*}0gRb0Rj<Ags%Lxm5I@Ou4#2TecK;=b9L`6-#pbLvms&A5-uPlz`9Gt<$y&F~681T<nk6u8&qmjFhs>pJ~N4TAgAs(CA'
|
| 1182 |
+
'HpuF~ymauqx&mFdtqWIU?nYQIeLDvf(>0B};Lg=ayT;4%4ap(y+^9s#ex(vZZ>qMN3cE7|zmBT@G$q|i<t_iacfE`BP?jfWi9g+U'
|
| 1183 |
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| 1185 |
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| 1186 |
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| 1187 |
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| 1188 |
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')-)s+kjsKi8><BQB$+@CYIOK^7yU;9mXmB=BmP85YORL;U9!d+j-{7(DVaFEtV5}D=ViE=2Ncv%v?+9b!lXg|YkucFo5^&O?T>jm'
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| 1189 |
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| 1190 |
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| 1191 |
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| 1193 |
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| 1194 |
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| 1195 |
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| 1196 |
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| 1197 |
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| 1199 |
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| 1200 |
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| 1201 |
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| 1202 |
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| 1203 |
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| 1205 |
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| 1206 |
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| 1207 |
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| 1210 |
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| 1211 |
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| 1212 |
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| 1213 |
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| 1214 |
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| 1215 |
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| 1216 |
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| 1217 |
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| 1218 |
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| 1219 |
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| 1220 |
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| 1221 |
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| 1222 |
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| 1223 |
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| 1224 |
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| 1225 |
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| 1226 |
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| 1227 |
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| 1228 |
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| 1229 |
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| 1230 |
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| 1231 |
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| 1232 |
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| 1237 |
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| 1240 |
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| 1243 |
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| 1244 |
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| 1245 |
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| 1246 |
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| 1248 |
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| 1250 |
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| 1251 |
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| 1253 |
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| 1255 |
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| 1256 |
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| 1257 |
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| 1258 |
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| 1259 |
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| 1265 |
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+
'4}lU3002TH0015U0000000000005+cML7TfW?^%5aBOXJFJ*0FWn^S&ZfA2ZaBpvHX>MmOaCuNm0Rj{Q6aWAK2mk;8ApnM}l9H)7'
|
| 1268 |
+
'008;}0RSBU0000000000005+clSBXjW?^%5aBOXJFJ*0FWn^S&ZfA2Za&>NQWpXZXc~DCM0u%!j000080000X0E(LO)KND809FD4'
|
| 1269 |
+
'03HAU00000000000HlF;eE<MvVRLkFY;AKdWo=?*WMpY>XLB!ebZ>HDXJsyMc~DCM0u%!j000080000X0EClR1|$an01_Dh02}}S'
|
| 1270 |
+
'00000000000HlEgwEzHSVRLkFY;AKdWo=?*WMpY>XLB!fd2nTOE^v8JO928D0~7!N00;m803iSqQ6MmK1^@sE7ytkj0000000000'
|
| 1271 |
+
'0001_fnvM>0A^uxbZ~5Kb1!RUa&Bd8b1rOeV{1@L0Rj{Q6aWAK2mk;8Aplm%FKrx7002cN0RR*L0000000000005+c2g3jWW?^%5'
|
| 1272 |
+
'aBOXJFKusRWo&aUbZ>2JP)h*<6ay3h000O8001EXZ(|tX@Bjb+PXPb`8vp<R0000000000q=8it0RU!Ub98WQZF4VeZ)9a`b1z?C'
|
| 1273 |
+
'X>MtBUtcb8c~DCM0u%!j000080000X00&AQlMe&{07VM`03HAU00000000000HlF_5&-~aVRLkFY;AKdZEs{{Y;!MPWpiy`a&L5D'
|
| 1274 |
+
'a(OOrc~DCM0u%!j000080000X0000000IC20000003ZMW00000000000HlG*76AZeVRLkFY;AKdZEs{{Y;!MVb8Rv&Utei%X>?y-'
|
| 1275 |
+
'E^v8JO928D0~7!N00;m803iU>*o>^y8vp?0r~m*c00000000000001_fe9A@0A^uxbZ~5Kb1!XgWMyn~FJ*IWGB0g!WMyn=Zf9R+'
|
| 1276 |
+
'VRLk4b8Rkgc~DCM0u%!j000080000X03DAy6Yd`X02_}002TlM00000000000HlE<GXVf*VRLkFY;AKdZEs{{Y;!MkbaXCoc~DCM'
|
| 1277 |
+
'0u%!j000080000X0HIV6Gn6p^05$3W02BZK00000000000HlFMQvm>GVRLkFY;AKda%E>}b98cfE^v8JO928D0~7!N00;m803iSp'
|
| 1278 |
+
'?3Zv*0{{T*2><{S00000000000001_feVEJ0A^uxbZ~5Kb1!mrZggpFWiD`eP)h{{00000695wcbOitajEDgM000'
|
| 1279 |
)
|
modeling_fastplms.py
CHANGED
|
@@ -13,7 +13,7 @@ from zipfile import ZIP_DEFLATED, ZipFile
|
|
| 13 |
|
| 14 |
from .fastplms_bundle import RUNTIME_DATA, RUNTIME_HASH
|
| 15 |
|
| 16 |
-
if RUNTIME_HASH != "
|
| 17 |
raise RuntimeError("FastPLMs runtime identity differs from the bridge.")
|
| 18 |
|
| 19 |
_RUNTIME_TEMPORARIES = []
|
|
|
|
| 13 |
|
| 14 |
from .fastplms_bundle import RUNTIME_DATA, RUNTIME_HASH
|
| 15 |
|
| 16 |
+
if RUNTIME_HASH != "3b39829fdb32f9bbd286187a49f4ffed1af1e302f69aad4f9427e98c0d889ec6":
|
| 17 |
raise RuntimeError("FastPLMs runtime identity differs from the bridge.")
|
| 18 |
|
| 19 |
_RUNTIME_TEMPORARIES = []
|
runtime-attestation.json
CHANGED
|
@@ -3,9 +3,9 @@
|
|
| 3 |
"LICENSES/FastPLMs-Apache-2.0.txt": "sha256:2d2b50c7b1414bff1189a1db1f0cfb92e3e064b50f4c2b1019827b683e1b629a",
|
| 4 |
"LICENSES/fair-esm/LICENSE": "sha256:da6d3703ed11cbe42bd212c725957c98da23cbff1998c05fa4b3d976d1a58e93",
|
| 5 |
"LICENSES/fair-esm/PROVENANCE.md": "sha256:950adb94daf15e646ddf226dacfe2a8e77801aa0793e439a9a3490a48eb666e7",
|
| 6 |
-
"README.md": "sha256:
|
| 7 |
"THIRD_PARTY_NOTICES.md": "sha256:25704b3c76404696cae52e7fca13088d329f70f412687340351259e86cd62baa",
|
| 8 |
-
"config.json": "sha256:
|
| 9 |
"fastplms/__init__.py": "sha256:4fb3196022ca8ec699d59d09bdbc5f0184195552b773698ab9b061fe3cd7df12",
|
| 10 |
"fastplms/attention/__init__.py": "sha256:f60b9fecfb4bcb37a4e7c26dc2f752b9035f9cbad627b4a84213f3a92ec88f7d",
|
| 11 |
"fastplms/attention/_core.py": "sha256:8f7ec5b65bd8b6c6fa4951d50d1c0e499abf03ae00914794b51fc410201e3e33",
|
|
@@ -23,23 +23,23 @@
|
|
| 23 |
"fastplms/models/esm2/__init__.py": "sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
|
| 24 |
"fastplms/models/esm2/modeling_fastesm.py": "sha256:034d3790790294354c5fb561a2c9fe2e4e3851f4b4962f41fc132bf87c465078",
|
| 25 |
"fastplms/models/ttt.py": "sha256:a0df4e98b02120d423e3c7ca9b866a8d0e3748b9076042a0102a838a11aed046",
|
| 26 |
-
"fastplms/registry.py": "sha256:
|
| 27 |
"fastplms/runtime.py": "sha256:110018646d6f248cedab140a030c3065e1b062b61f6aff659c231e538614bc01",
|
| 28 |
-
"fastplms_bundle.py": "sha256:
|
| 29 |
-
"modeling_fastplms.py": "sha256:
|
| 30 |
"special_tokens_map.json": "sha256:3aedcd4211c0d43aec4e607ff60a63255f3174ead795e997350f09a5f8cd9ee1",
|
| 31 |
"tokenizer_config.json": "sha256:7e9161ecdb548ec45a41cbc6b24aa4476fdd418461f491c4207baa99419a29ad",
|
| 32 |
"vocab.txt": "sha256:0b82cc0a7c7cf9e567b1e5892d793285b9fbae822c964ca48696f7db44598e03"
|
| 33 |
},
|
| 34 |
"model_id": "esm2_650m",
|
| 35 |
"redistributable": true,
|
| 36 |
-
"release_tool_revision": "
|
| 37 |
-
"release_tool_sha256": "
|
| 38 |
-
"runtime_bundle_sha256": "
|
| 39 |
-
"runtime_revision": "
|
| 40 |
"schema_version": 2,
|
| 41 |
"scope": "runtime-only",
|
| 42 |
-
"source_tree_sha256": "
|
| 43 |
"weights": {
|
| 44 |
"repo_id": "Synthyra/ESM2-650M",
|
| 45 |
"revision": "ca0718a5d52b80d5c60dd76860e55e061a95fb0a"
|
|
|
|
| 3 |
"LICENSES/FastPLMs-Apache-2.0.txt": "sha256:2d2b50c7b1414bff1189a1db1f0cfb92e3e064b50f4c2b1019827b683e1b629a",
|
| 4 |
"LICENSES/fair-esm/LICENSE": "sha256:da6d3703ed11cbe42bd212c725957c98da23cbff1998c05fa4b3d976d1a58e93",
|
| 5 |
"LICENSES/fair-esm/PROVENANCE.md": "sha256:950adb94daf15e646ddf226dacfe2a8e77801aa0793e439a9a3490a48eb666e7",
|
| 6 |
+
"README.md": "sha256:78aeaf13a6e139629d034c11c8c8a4473a85149f0e4c4c8ac2411394f8a6b88d",
|
| 7 |
"THIRD_PARTY_NOTICES.md": "sha256:25704b3c76404696cae52e7fca13088d329f70f412687340351259e86cd62baa",
|
| 8 |
+
"config.json": "sha256:4a911ea6000a3c38ffc238d1034eba225c5096ee7fed4aa0e08c7f26641e1bea",
|
| 9 |
"fastplms/__init__.py": "sha256:4fb3196022ca8ec699d59d09bdbc5f0184195552b773698ab9b061fe3cd7df12",
|
| 10 |
"fastplms/attention/__init__.py": "sha256:f60b9fecfb4bcb37a4e7c26dc2f752b9035f9cbad627b4a84213f3a92ec88f7d",
|
| 11 |
"fastplms/attention/_core.py": "sha256:8f7ec5b65bd8b6c6fa4951d50d1c0e499abf03ae00914794b51fc410201e3e33",
|
|
|
|
| 23 |
"fastplms/models/esm2/__init__.py": "sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
|
| 24 |
"fastplms/models/esm2/modeling_fastesm.py": "sha256:034d3790790294354c5fb561a2c9fe2e4e3851f4b4962f41fc132bf87c465078",
|
| 25 |
"fastplms/models/ttt.py": "sha256:a0df4e98b02120d423e3c7ca9b866a8d0e3748b9076042a0102a838a11aed046",
|
| 26 |
+
"fastplms/registry.py": "sha256:afca271911b651a882345b74a58366494a1d784e4a48c8683a87f5508f4ba16e",
|
| 27 |
"fastplms/runtime.py": "sha256:110018646d6f248cedab140a030c3065e1b062b61f6aff659c231e538614bc01",
|
| 28 |
+
"fastplms_bundle.py": "sha256:526d990b00a423e005a714761d9080c82f1ec0b388bdd96ed651f533da6a445f",
|
| 29 |
+
"modeling_fastplms.py": "sha256:d6226d92bd1a828ed2500e11eef7e26887d003a3ecc5640955af9b915a6a31b0",
|
| 30 |
"special_tokens_map.json": "sha256:3aedcd4211c0d43aec4e607ff60a63255f3174ead795e997350f09a5f8cd9ee1",
|
| 31 |
"tokenizer_config.json": "sha256:7e9161ecdb548ec45a41cbc6b24aa4476fdd418461f491c4207baa99419a29ad",
|
| 32 |
"vocab.txt": "sha256:0b82cc0a7c7cf9e567b1e5892d793285b9fbae822c964ca48696f7db44598e03"
|
| 33 |
},
|
| 34 |
"model_id": "esm2_650m",
|
| 35 |
"redistributable": true,
|
| 36 |
+
"release_tool_revision": "1b9ce023f1e06571cf3e6324be0610ffa53e0a4a",
|
| 37 |
+
"release_tool_sha256": "1459b5d7d13d9b07bd97b3eee764f2ce73623e15e32d07ddf6825c2a9509afb9",
|
| 38 |
+
"runtime_bundle_sha256": "3b39829fdb32f9bbd286187a49f4ffed1af1e302f69aad4f9427e98c0d889ec6",
|
| 39 |
+
"runtime_revision": "1b9ce023f1e06571cf3e6324be0610ffa53e0a4a",
|
| 40 |
"schema_version": 2,
|
| 41 |
"scope": "runtime-only",
|
| 42 |
+
"source_tree_sha256": "c4b528bfbb32254377df3a48f1fb26f9354cbf1878675f43eb2e322ed035a91e",
|
| 43 |
"weights": {
|
| 44 |
"repo_id": "Synthyra/ESM2-650M",
|
| 45 |
"revision": "ca0718a5d52b80d5c60dd76860e55e061a95fb0a"
|