Upload 3 files
Browse files- generation_templates.yaml +117 -0
- my_graph.gml +5523 -0
- training_template.yaml +55 -0
generation_templates.yaml
ADDED
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| 1 |
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templates:
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| 2 |
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direct_forward_relation:
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- '"{source}" points to "{target}".'
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- '"{source}" connects to "{target}".'
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- '"{source}" links to "{target}".'
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- '"{source}" maps to "{target}".'
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- '"{source}" precedes "{target}".'
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- '"{source}" corresponds to "{target}".'
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- '"{source}" is followed by "{target}".'
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direct_reverse_relation:
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- '"{target}" is pointed to by "{source}".'
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- '"{target}" is connected to by "{source}".'
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- '"{target}" is linked to by "{source}".'
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- '"{target}" is mapped to by "{source}".'
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- '"{target}" is preceded by "{source}".'
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- '"{target}" corresponds to "{source}".'
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- '"{target}" follows "{source}".'
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indirect_forward_relation:
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- '"{source}" indirectly points to "{target}".'
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- '"{source}" points to "{target}" via intermediate node(s).'
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- '"{source}" eventually points to "{target}".'
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- '"{source}" connects to "{target}" indirectly.'
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- '"{source}" is connected to "{target}" via intermediary(s).'
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- '"{source}" establishes an indirect connection to "{target}".'
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- '"{source}" links to "{target}" indirectly.'
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- '"{source}" links to "{target}" through one or more intermediaries.'
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- '"{source}" maps to "{target}" indirectly.'
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- '"{source}" is mapped to "{target}" via intermediate mapping(s).'
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- '"{source}" corresponds to "{target}" indirectly.'
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- '"{source}" is indirectly associated with "{target}".'
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- '"{source}" indirectly matches "{target}".'
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- '"{source}" is indirectly followed by "{target}".'
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- 'After "{source}", "{target}" eventually follows (implying intermediate steps).'
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- '"{source}" is eventually followed by "{target}".'
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- '"{source}" eventually precedes "{target}".'
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indirect_reverse_relation:
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- '"{target}" is indirectly pointed to by "{source}".'
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- '"{target}" is pointed to by "{source}" via intermediate node(s).'
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- '"{target}" is eventually pointed to by "{source}".'
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- '"{target}" is indirectly connected to by "{source}".'
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- '"{target}" is connected to by "{source}" via intermediary(s).'
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- '"{target}" receives an indirect connection established by "{source}".'
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- '"{target}" is indirectly linked to by "{source}".'
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- '"{target}" is linked to by "{source}" through one or more intermediaries.'
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- '"{target}" is indirectly mapped to by "{source}".'
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- '"{target}" is mapped to "{source}" via intermediate mapping(s).'
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- '"{target}" is indirectly corresponded to by "{source}".'
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- '"{target}" is indirectly associated with "{source}".'
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- '"{target}" is indirectly matched by "{source}".'
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- '"{target}" indirectly follows "{source}".'
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- '"{target}" eventually follows "{source}" after intermediate steps.'
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- '"{target}" eventually follows "{source}".'
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- '"{target}" is eventually preceded by "{source}".'
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indirect_intermediate_path:
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single:
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- 'The connection is established via "{node}".'
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- 'The path includes an intermediate step via "{node}".'
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- 'This relationship is formed via "{node}".'
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- 'This happens through the intermediate nodes "{node}".'
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- 'The transition occurs through the intermediate nodes "{node}".'
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- 'Communication between them is facilitated through the intermediate nodes "{node}".'
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- 'This relationship follows the path "{source}" → "{node}" → "{target}".'
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begin:
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- 'The connection is established via "{node}"'
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- 'The path includes an intermediate step via "{node}"'
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- 'This relationship is formed via "{node}"'
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- 'This happens through the intermediate nodes "{node}"'
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- 'The transition occurs through the intermediate nodes "{node}"'
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- 'Communication between them is facilitated through the intermediate nodes "{node}"'
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- 'This relationship follows the path "{source}" → "{node}"'
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middle:
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- ', "{node}"'
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- ' → "{node}"'
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end:
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- ', and "{node}".'
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- ' → "{node}" → "{target}".'
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no_forward_relation:
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- '"{source}" does not point to "{target}".'
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- '"{source}" does not connect to "{target}".'
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- '"{source}" does not link to "{target}".'
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- '"{source}" does not map to "{target}".'
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- '"{source}" does not precede "{target}".'
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- '"{source}" does not correspond to "{target}".'
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- '"{source}" is not followed by "{target}".'
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no_reverse_relation:
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- '"{target}" is not pointed to by "{source}".'
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- '"{target}" is not connected to by "{source}".'
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- '"{target}" is not linked to by "{source}".'
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- '"{target}" is not mapped to by "{source}".'
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- '"{target}" is not preceded by "{source}".'
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- '"{target}" does not correspond to "{source}".'
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- '"{target}" does not follow "{source}".'
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node_names:
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- 'There is a node called "{source}" and a node called "{target}".'
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- 'The nodes are labeled "{source}" and "{target}".'
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- 'There is a node "{source}" and another node "{target}".'
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- 'Nodes "{source}" and "{target}" are present.'
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- 'Nodes "{source}" and "{target}" exist.'
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no_intermediate_node:
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- 'There is a direct connection from "{source}" to "{target}" with no intermediate nodes.'
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- 'Between "{source}" and "{target}" there are no intermediary points.'
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- 'The relationship from "{source}" to "{target}" occurs without any intermediate nodes.'
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- 'No intermediate node exists between "{source}" and "{target}".'
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- 'A direct link connects "{source}" and "{target}" without any intervening points.'
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instruction_templates:
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no_relationship: >
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There is a node named "{source}" and a node named "{target}". There is no relationship between "{source}" and "{target}". They are not used together.
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direct_relation: >
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There is a node named "{source}" and a node named "{target}". A clear directional relationship exists from "{source}" to "{target}". They are usually used together.
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relation_with_single_intermediate: >
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There is a node named "{source}" and a node named "{target}". There is a relationship from "{source}" to "{target}" along the path "{source}" → "{node}" → "{target}" They can be used together with other nodes.
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relation_with_multiple_intermediates:
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begin: >
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There is a node named "{source}" and a node named "{target}". There is a relationship from "{source}" to "{target}" along the path "{source}" → "{node}"
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middle: ' → "{node}"'
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end: ' → "{node}" → "{target}".'
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my_graph.gml
ADDED
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@@ -0,0 +1,5523 @@
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| 5047 |
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| 5068 |
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|
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|
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|
| 5080 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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| 5252 |
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|
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|
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|
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|
| 5256 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 5268 |
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|
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|
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|
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|
| 5272 |
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|
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|
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|
| 5275 |
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|
| 5276 |
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|
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|
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|
| 5279 |
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|
| 5280 |
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|
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|
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|
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|
| 5284 |
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|
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|
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|
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|
| 5288 |
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|
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|
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|
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|
| 5292 |
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|
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|
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|
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|
| 5296 |
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|
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|
| 5298 |
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|
| 5299 |
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|
| 5300 |
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|
| 5301 |
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|
| 5302 |
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|
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|
| 5304 |
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|
| 5305 |
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|
| 5306 |
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|
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|
| 5308 |
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|
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|
| 5310 |
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|
| 5311 |
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|
| 5312 |
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|
| 5313 |
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|
| 5314 |
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|
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|
| 5316 |
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|
| 5317 |
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|
| 5318 |
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|
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|
| 5320 |
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|
| 5321 |
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|
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|
| 5323 |
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edge [
|
| 5324 |
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|
| 5325 |
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|
| 5326 |
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|
| 5327 |
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|
| 5328 |
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|
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|
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|
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|
| 5332 |
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|
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|
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|
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|
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|
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|
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|
| 5339 |
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|
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|
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|
| 5343 |
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|
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|
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|
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|
| 5348 |
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|
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|
| 5350 |
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|
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|
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|
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|
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|
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|
| 5364 |
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|
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|
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|
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|
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|
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|
| 5373 |
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|
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|
| 5375 |
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|
| 5376 |
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|
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|
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|
| 5379 |
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|
| 5380 |
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|
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|
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]
|
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|
| 5384 |
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|
| 5385 |
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|
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]
|
| 5387 |
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|
| 5388 |
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|
| 5389 |
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|
| 5390 |
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]
|
| 5391 |
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edge [
|
| 5392 |
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source 577
|
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|
| 5394 |
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|
| 5395 |
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edge [
|
| 5396 |
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source 578
|
| 5397 |
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target 31
|
| 5398 |
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]
|
| 5399 |
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edge [
|
| 5400 |
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|
| 5401 |
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|
| 5402 |
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]
|
| 5403 |
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edge [
|
| 5404 |
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|
| 5405 |
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target 105
|
| 5406 |
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]
|
| 5407 |
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edge [
|
| 5408 |
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|
| 5409 |
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|
| 5410 |
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]
|
| 5411 |
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|
| 5412 |
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|
| 5413 |
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|
| 5414 |
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]
|
| 5415 |
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|
| 5416 |
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source 582
|
| 5417 |
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target 105
|
| 5418 |
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]
|
| 5419 |
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edge [
|
| 5420 |
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source 582
|
| 5421 |
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target 107
|
| 5422 |
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]
|
| 5423 |
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edge [
|
| 5424 |
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source 583
|
| 5425 |
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target 82
|
| 5426 |
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]
|
| 5427 |
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edge [
|
| 5428 |
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source 584
|
| 5429 |
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target 585
|
| 5430 |
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]
|
| 5431 |
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edge [
|
| 5432 |
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|
| 5433 |
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target 37
|
| 5434 |
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]
|
| 5435 |
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edge [
|
| 5436 |
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source 586
|
| 5437 |
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target 75
|
| 5438 |
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]
|
| 5439 |
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edge [
|
| 5440 |
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source 587
|
| 5441 |
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target 37
|
| 5442 |
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]
|
| 5443 |
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edge [
|
| 5444 |
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source 587
|
| 5445 |
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target 588
|
| 5446 |
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]
|
| 5447 |
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edge [
|
| 5448 |
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source 589
|
| 5449 |
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target 587
|
| 5450 |
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]
|
| 5451 |
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edge [
|
| 5452 |
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source 590
|
| 5453 |
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target 37
|
| 5454 |
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]
|
| 5455 |
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|
| 5456 |
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source 591
|
| 5457 |
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target 590
|
| 5458 |
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]
|
| 5459 |
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edge [
|
| 5460 |
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source 592
|
| 5461 |
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target 593
|
| 5462 |
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]
|
| 5463 |
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edge [
|
| 5464 |
+
source 594
|
| 5465 |
+
target 595
|
| 5466 |
+
]
|
| 5467 |
+
edge [
|
| 5468 |
+
source 596
|
| 5469 |
+
target 4
|
| 5470 |
+
]
|
| 5471 |
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edge [
|
| 5472 |
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source 597
|
| 5473 |
+
target 479
|
| 5474 |
+
]
|
| 5475 |
+
edge [
|
| 5476 |
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source 600
|
| 5477 |
+
target 601
|
| 5478 |
+
]
|
| 5479 |
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edge [
|
| 5480 |
+
source 601
|
| 5481 |
+
target 602
|
| 5482 |
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]
|
| 5483 |
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edge [
|
| 5484 |
+
source 603
|
| 5485 |
+
target 604
|
| 5486 |
+
]
|
| 5487 |
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edge [
|
| 5488 |
+
source 604
|
| 5489 |
+
target 605
|
| 5490 |
+
]
|
| 5491 |
+
edge [
|
| 5492 |
+
source 606
|
| 5493 |
+
target 607
|
| 5494 |
+
]
|
| 5495 |
+
edge [
|
| 5496 |
+
source 606
|
| 5497 |
+
target 608
|
| 5498 |
+
]
|
| 5499 |
+
edge [
|
| 5500 |
+
source 609
|
| 5501 |
+
target 606
|
| 5502 |
+
]
|
| 5503 |
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edge [
|
| 5504 |
+
source 610
|
| 5505 |
+
target 611
|
| 5506 |
+
]
|
| 5507 |
+
edge [
|
| 5508 |
+
source 610
|
| 5509 |
+
target 612
|
| 5510 |
+
]
|
| 5511 |
+
edge [
|
| 5512 |
+
source 610
|
| 5513 |
+
target 613
|
| 5514 |
+
]
|
| 5515 |
+
edge [
|
| 5516 |
+
source 613
|
| 5517 |
+
target 601
|
| 5518 |
+
]
|
| 5519 |
+
edge [
|
| 5520 |
+
source 614
|
| 5521 |
+
target 613
|
| 5522 |
+
]
|
| 5523 |
+
]
|
training_template.yaml
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
use_gpu: True
|
| 2 |
+
device: 0
|
| 3 |
+
early_stop:
|
| 4 |
+
patience: 0
|
| 5 |
+
|
| 6 |
+
federate:
|
| 7 |
+
mode: standalone
|
| 8 |
+
client_num: {num_clients}
|
| 9 |
+
total_round_num: {total_rounds}
|
| 10 |
+
save_to: "{save_name}"
|
| 11 |
+
|
| 12 |
+
data:
|
| 13 |
+
root: {data_root}
|
| 14 |
+
type: "{data_type}"
|
| 15 |
+
splits: {data_splits}
|
| 16 |
+
splitter: "{data_splitter}"
|
| 17 |
+
|
| 18 |
+
llm:
|
| 19 |
+
tok_len: 1000
|
| 20 |
+
chat:
|
| 21 |
+
max_len: 2000
|
| 22 |
+
adapter:
|
| 23 |
+
use: True
|
| 24 |
+
args:
|
| 25 |
+
- adapter_package: peft
|
| 26 |
+
adapter_method: lora
|
| 27 |
+
r: 8
|
| 28 |
+
lora_alpha: 16
|
| 29 |
+
lora_dropout: 0.05
|
| 30 |
+
|
| 31 |
+
dataloader:
|
| 32 |
+
batch_size: 1
|
| 33 |
+
|
| 34 |
+
model:
|
| 35 |
+
type: "{model_type}"
|
| 36 |
+
|
| 37 |
+
train:
|
| 38 |
+
local_update_steps: {local_update_steps}
|
| 39 |
+
batch_or_epoch: batch
|
| 40 |
+
optimizer:
|
| 41 |
+
lr: 0.0003
|
| 42 |
+
weight_decay: 0.0
|
| 43 |
+
is_enable_half: True
|
| 44 |
+
|
| 45 |
+
criterion:
|
| 46 |
+
type: CrossEntropyLoss
|
| 47 |
+
|
| 48 |
+
trainer:
|
| 49 |
+
type: llmtrainer
|
| 50 |
+
|
| 51 |
+
eval:
|
| 52 |
+
freq: 50
|
| 53 |
+
metrics: ["loss"]
|
| 54 |
+
count_flops: False
|
| 55 |
+
best_res_update_round_wise_key: test_avg_loss
|