Add SetFit model
Browse files- README.md +534 -292
- model.safetensors +1 -1
- model_head.pkl +1 -1
README.md
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metrics:
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- accuracy
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and raised their families here in Foxborough still have the opportunity to remain
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here.”
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and Inebriates for treatment of alcoholism, according to the National Park Service,
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and was later converted to a standard psychiatric hospital. It closed in 1975,
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and parts of the property have already been redeveloped over the years.
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with a project that was sensitive to the area. We didn’t want a big block of buildings
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that towered over the neighborhood.”
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median income, and 85 will be for those making 60% AMI. Foxborough residents will
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be given preference for 70% of the units.
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badly needed, noting there are about 5,500 elderly and disabled people on public
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housing waiting lists in Massachusetts.
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“With 195 of those on that list Foxborough residents, that 70% local preference
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for first-time rentals is one of our goals,” he said. “The need is so great for
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affordable housing in our area and the entire state.”
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dedication to creating more affordable housing, even though more than 10% of its
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total housing units qualify as affordable. The 10% threshold is the state requirement
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to stop projects being filed under Chapter 40B, a law which allows affordable
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housing developments to bypass certain local permitting requirements.
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more than that,” Augustus said. “We need more communities to take note of what
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Foxborough is doing.”
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Lt. Gov. Kim Driscoll said the project is a good example of the use of surplus
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state land for housing. Gov. Maura Healey’s housing bond bill filed in October
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included a proposed $30 million that would support similar projects to use underutilized
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state property for housing. Healey also issued an executive order requesting state
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agencies to conduct an audit of their property to find land any surplus land suitable
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for this purpose.
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“Converting state-owned land to another entity can be a little bit of a torturous
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pathway. We know that building all the resources you need takes time,” Driscoll
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said Thursday. “How do we leverage the cost of land, which is one of the reasons
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housing is so expensive, to build the type of housing we need, but do it in a
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shorter timetable? That’s what this (project) is all about.”
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PAINTED: OUR BODIES, HEARTS, AND VILLAGE, Colby College Museum of Art
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I remain awestruck by this exhibition, not only for the specific conversations
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it provokes, but for the museum’s willingness to interrogate itself, and to find
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its own answers lacking. In a field where “landmark” gets tossed around too easily,
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this is the real deal. Colby had for years in its vaults a collection of paintings
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by Taos Society of Artists, a group of white painters from the urban east who,
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in the early part of the 20th century, relocated to New Mexico to cash in on the
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growing fad for western Native American images. Their pictures were accomplished,
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but tilt towards uncomfortable clichés of Indigenous people as a primitive, dying
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race. The past century has affirmed the opposite: Pueblo and Diné communities
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in the region have both preserved their artistic traditions and produced increasingly
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vital contemporary art. Artists like Virgil Ortiz and Michael Namingha are among
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many here to confront the mythmaking of white artists, a century ago, and speak
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for themselves. Colby could have left the TSA paintings gathering dust in storage.
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It did the opposite, and invited Indigenous curators to help it reconfigure a
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clear-eyed re-telling of its own history in the context of the future the museum
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intends to build. Note: The show continues until July 28.
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pipeline_tag: text-classification
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inference: false
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base_model: sentence-transformers/paraphrase-mpnet-base-v2
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split: test
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metrics:
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- type: accuracy
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value: 0.
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name: Accuracy
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---
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### Metrics
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| Label | Accuracy |
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| **all** | 0.
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## Uses
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@@ -408,9 +630,21 @@ from setfit import SetFitModel
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# Download from the 🤗 Hub
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model = SetFitModel.from_pretrained("Kevinger/setfit-hub-multilabel-example")
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# Run inference
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preds = model("
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```
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<!--
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@@ -442,14 +676,14 @@ St. Mary’s guard-forward Patryk Lech scored 14 points, including three 3-point
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### Training Set Metrics
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| Training set | Min | Median | Max |
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| 444 |
|:-------------|:----|:---------|:-----|
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| Word count |
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### Training Hyperparameters
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- batch_size: (8, 8)
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- num_epochs: (1, 1)
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- max_steps: -1
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- sampling_strategy: oversampling
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- num_iterations:
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- body_learning_rate: (2e-05, 2e-05)
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- head_learning_rate: 2e-05
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- loss: CosineSimilarityLoss
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@@ -465,23 +699,31 @@ St. Mary’s guard-forward Patryk Lech scored 14 points, including three 3-point
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### Training Results
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| Epoch | Step | Training Loss | Validation Loss |
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|:------:|:----:|:-------------:|:---------------:|
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### Framework Versions
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- Python: 3.10.12
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| 10 |
metrics:
|
| 11 |
- accuracy
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| 12 |
widget:
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+
- text: 'Cases in Colorado and other states argue that Section 3 of the 14th Amendment
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| 14 |
+
prevents Donald J. Trump from being president again because, they argue, he incited
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+
the supporters who stormed the Capitol almost three years ago.
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+
The central questions are whether Section 3 applies to the presidency; whether
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+
Mr. Trump’s behavior before and on Jan. 6, 2021, constituted “engaging in insurrection
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+
or rebellion against” the Constitution; and whether election officials or the
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+
courts can deem a person ineligible without specific action by Congress identifying
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+
that person.
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| 24 |
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+
The Colorado Supreme Court ruled that the answer to all of these questions was
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yes, but other courts have disagreed. The U.S. Supreme Court is likely to have
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+
the final say.
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Section 3 of the 14th Amendment says:
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+
No person shall be a Senator or Representative in Congress, or elector of President
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+
and Vice-President, or hold any office, civil or military, under the United States,
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+
or under any State, who, having previously taken an oath, as a member of Congress,
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+
or as an officer of the United States, or as a member of any State legislature,
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+
or as an executive or judicial officer of any State, to support the Constitution
|
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+
of the United States, shall have engaged in insurrection or rebellion against
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+
the same, or given aid or comfort to the enemies thereof. But Congress may by
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+
a vote of two-thirds of each House, remove such disability.
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| 42 |
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+
Constitutional experts have emphasized in interviews with The New York Times that
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+
the answers are not simple or self-evident.'
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+
- text: 'Most of Greater Boston saw heavy rain and strong winds overnight. But in
|
| 46 |
+
parts of northern New England, it was a serious snow event.
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| 47 |
|
| 48 |
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+
The highest snowfall totals in the region were in Vermont, which saw as much as
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+
a foot in some areas.
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+
Happy Monday!🤠 We picked up over 10 inches of snow at mid mountain overnight -
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+
not a bad way to start the week! pic.twitter.com/2XuF7tHXiB — Sugarbush, Vermont
|
| 55 |
+
(@Sugarbush_VT) November 27, 2023
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|
| 57 |
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+
Here''s a look at snowfall totals across New England, according to the National
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+
Weather Service.
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| 61 |
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+
Get Boston local news, weather forecasts, lifestyle and entertainment stories
|
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+
to your inbox. Sign up for NBC Boston’s newsletters.
|
| 64 |
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|
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+
Maine
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+
Madrid: 5.3"
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+
Rangeley: 4.7"
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| 74 |
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+
Dallas: 2.3"
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+
|
| 77 |
+
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+
Sinclair: 2"
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+
|
| 80 |
+
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+
Castle Hill: 1.6"
|
| 82 |
+
|
| 83 |
+
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| 84 |
+
Caribou: 1.5"
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| 85 |
+
|
| 86 |
+
|
| 87 |
+
North Brighton: 1"
|
| 88 |
+
|
| 89 |
+
|
| 90 |
+
New Hampshire
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
Mount Washington: 8"
|
| 94 |
+
|
| 95 |
+
|
| 96 |
+
Littleton: 4.5"
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
Carroll: 2.5"
|
| 100 |
+
|
| 101 |
+
|
| 102 |
+
Pittsburg: 2"
|
| 103 |
+
|
| 104 |
+
|
| 105 |
+
Lyme: 1.5"
|
| 106 |
+
|
| 107 |
+
|
| 108 |
+
Jefferson: 1.3"
|
| 109 |
+
|
| 110 |
+
|
| 111 |
+
Whitefield: 1"
|
| 112 |
+
|
| 113 |
+
|
| 114 |
+
Lancaster: 1"
|
| 115 |
+
|
| 116 |
+
|
| 117 |
+
Vermont
|
| 118 |
+
|
| 119 |
+
|
| 120 |
+
Hyde Park: 12"
|
| 121 |
+
|
| 122 |
+
|
| 123 |
+
Duxbury: 9.5"
|
| 124 |
+
|
| 125 |
+
|
| 126 |
+
North Calais: 9.5"
|
| 127 |
+
|
| 128 |
+
|
| 129 |
+
East Warren: 9.5"
|
| 130 |
+
|
| 131 |
+
|
| 132 |
+
Stannard: 9"
|
| 133 |
+
|
| 134 |
+
|
| 135 |
+
Cabot: 9"
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
Waterbury Center: 8"
|
| 139 |
+
|
| 140 |
+
|
| 141 |
+
Smugglers Notch: 8"
|
| 142 |
+
|
| 143 |
+
|
| 144 |
+
Worcester: 7.5"
|
| 145 |
+
|
| 146 |
+
|
| 147 |
+
East Barre: 7.3"
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
Sutton: 6.5"
|
| 151 |
+
|
| 152 |
+
|
| 153 |
+
Stowe: 6.5"
|
| 154 |
+
|
| 155 |
+
|
| 156 |
+
South Ludlow: 5.8"
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
Topsham: 5.5"
|
| 160 |
+
|
| 161 |
+
|
| 162 |
+
North Waitsfield: 5"
|
| 163 |
+
|
| 164 |
+
|
| 165 |
+
Morrisville: 5"
|
| 166 |
+
|
| 167 |
+
|
| 168 |
+
Landgrove: 5"
|
| 169 |
+
|
| 170 |
+
|
| 171 |
+
Waterbury: 4.8"
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
West Hartford: 4.3"
|
| 175 |
+
|
| 176 |
+
|
| 177 |
+
Montpelier: 4.2"
|
| 178 |
+
|
| 179 |
+
|
| 180 |
+
West Norwich: 4"
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
Orleans: 3.8"
|
| 184 |
+
|
| 185 |
+
|
| 186 |
+
West Burke: 3.5"
|
| 187 |
+
|
| 188 |
+
|
| 189 |
+
Countryside Estates: 2.8"
|
| 190 |
+
|
| 191 |
+
|
| 192 |
+
Manchester: 2.7"
|
| 193 |
+
|
| 194 |
+
|
| 195 |
+
West Arlington: 1.5"
|
| 196 |
+
|
| 197 |
+
|
| 198 |
+
South Essex Center: 1"'
|
| 199 |
+
- text: 'Looking for something fun to do indoors, now that it’s getting colder outside?
|
| 200 |
+
Wicked Local found some indoor experiences that will not only keep you warm, but
|
| 201 |
+
exercise your mind and body.
|
| 202 |
+
|
| 203 |
+
|
| 204 |
+
One such place is Boda Borg Malden, owned by Brookline resident Chad Ellis and
|
| 205 |
+
offering a variety of challenging escape room quests.
|
| 206 |
+
|
| 207 |
+
|
| 208 |
+
“I’m a huge nerd and just really love games, and I love smart entertainment that
|
| 209 |
+
brings people together and that people get something out of,” he said.
|
| 210 |
+
|
| 211 |
+
|
| 212 |
+
To participate in a quest, you need three or more people. Reservations should
|
| 213 |
+
be made in advance, either online or by phone. Sign up for a two-hour quest for
|
| 214 |
+
$28 per person or a four-hour quest for $40 per person. Upon arrival, you’ll get
|
| 215 |
+
a tutorial on how to quest. Much like attending a theme park, you choose the quests
|
| 216 |
+
you want, just as you would for rides.
|
| 217 |
+
|
| 218 |
+
|
| 219 |
+
“You know very little at the start of each quest — just the name, the theme and
|
| 220 |
+
how physically intense it’s going to be,” said Ellis.
|
| 221 |
+
|
| 222 |
+
|
| 223 |
+
Staff members are available to help and provide nudges toward a solution if you
|
| 224 |
+
become stuck, he said.
|
| 225 |
+
|
| 226 |
+
|
| 227 |
+
“It’s all about failure," Ellis said. "Most challenge activities are designed
|
| 228 |
+
around success and you either succeed or you don’t. With questing you are guaranteed
|
| 229 |
+
to fail, but then you learn something and then you can try again and then you
|
| 230 |
+
get closer and closer."
|
| 231 |
+
|
| 232 |
+
|
| 233 |
+
Ellis first heard about Boda Borg in 2012, then tried it out at its headquarters
|
| 234 |
+
in Sweden. He told his wife about it and after a long search for the right location,
|
| 235 |
+
in 2015 they opened Boda Borg at site of the former longtime department store,
|
| 236 |
+
Sparks, on Pleasant Street in Malden.
|
| 237 |
+
|
| 238 |
+
|
| 239 |
+
Despite being closed for a year due to COVID-19, business has otherwise been very
|
| 240 |
+
good since its opening.
|
| 241 |
+
|
| 242 |
+
|
| 243 |
+
“People keep coming back, a lot of the same companies and schools keep coming
|
| 244 |
+
back," Ellis said. "During the holidays, people bring their out-of-town families.
|
| 245 |
+
They come back over and over.”
|
| 246 |
+
|
| 247 |
+
|
| 248 |
+
Snacks and beverages are available, although no alcohol.
|
| 249 |
+
|
| 250 |
+
|
| 251 |
+
Axe throwing
|
| 252 |
+
|
| 253 |
+
|
| 254 |
+
Looking for a social sport that incorporates physical skill and mental fortitude?
|
| 255 |
+
Axe throwing at Revolution Axe Throwing in Everett is worth a try.
|
| 256 |
+
|
| 257 |
+
|
| 258 |
+
"Axe throwing is a perfect activity for the winter and fall — it''s active without
|
| 259 |
+
requiring a bunch of specialized equipment or clothing (no need to fully change
|
| 260 |
+
out of your cold-weather gear to throw axes), you''ve got the perfect excuse to
|
| 261 |
+
wear your heavy duty flannel, and we always have a great variety of seasonal drink
|
| 262 |
+
options to keep your winter thematic!" wrote General Manager Chester Domoracki
|
| 263 |
+
in an email. "It can be hard to find casual spaces in the wintertime that allow
|
| 264 |
+
you to hang out in a relaxed setting without freezing, and axe throwing fills
|
| 265 |
+
that niche perfectly."
|
| 266 |
+
|
| 267 |
+
|
| 268 |
+
Advance reservations are recommended. It’s $30 per person per hour. For larger
|
| 269 |
+
groups, two-hour sessions go for $50 per person.
|
| 270 |
+
|
| 271 |
+
|
| 272 |
+
Revolution also runs leagues, including those for women only and for beginners.
|
| 273 |
+
They each run two months at a time for $150, less than $20 per session.
|
| 274 |
+
|
| 275 |
+
|
| 276 |
+
Revolution Axe Throwing offers a full bar. Outside food can also be brought in.
|
| 277 |
+
|
| 278 |
+
|
| 279 |
+
''Amazing community'':Competitive rock climbers from Brookline, Cambridge and
|
| 280 |
+
Newton find success
|
| 281 |
+
|
| 282 |
+
|
| 283 |
+
Rock climbing
|
| 284 |
+
|
| 285 |
+
|
| 286 |
+
Central Rock Gym has several Greater Boston locations, including Watertown,Stoneham,
|
| 287 |
+
Waltham, Framingham, Cambridge and Boston.
|
| 288 |
+
|
| 289 |
+
|
| 290 |
+
No experience is necessary. Central Rock offers four levels of roped climbing
|
| 291 |
+
with belays and ropes, and bouldering on walls 14 feet tall with nothing but a
|
| 292 |
+
mat below you. A day pass is $30 which does not include the rental harness, shoes,
|
| 293 |
+
and belay device.
|
| 294 |
+
|
| 295 |
+
|
| 296 |
+
It also offers fitness and yoga classes for $15 per person.
|
| 297 |
+
|
| 298 |
+
|
| 299 |
+
Bowling and virtual golf
|
| 300 |
+
|
| 301 |
+
|
| 302 |
+
Howl Splitsville Top Golf in Foxborough offers two indoor sports under one roof
|
| 303 |
+
— bowling and golf. It also provides food, beverages and live music.
|
| 304 |
+
|
| 305 |
+
|
| 306 |
+
If you like bowling, you can reserve a lane. Weekday rates are $7 per game, $5
|
| 307 |
+
for shoe rental. Weekend rates are $9 per game or $5 for shoe rental until 6 p.m.
|
| 308 |
+
and $11 per game, $5 for shoe rental after 6 p.m.
|
| 309 |
+
|
| 310 |
+
|
| 311 |
+
Suites can be reserved for a maximum of eight people to play virtual golf, baseball,
|
| 312 |
+
hockey, dodgeball or carnival games. Suites can be reserved in advance for $100
|
| 313 |
+
per hour per bay on weekdays and to $120 per hour per bay on weekends. Eight people
|
| 314 |
+
or fewer can play for $30 per person per bay on weekdays, $50 per person per bay
|
| 315 |
+
on weekends.
|
| 316 |
+
|
| 317 |
+
|
| 318 |
+
Curling
|
| 319 |
+
|
| 320 |
+
|
| 321 |
+
According to the World Curling Federation, curling is played on ice where two
|
| 322 |
+
teams take it turns sliding stones made of granite toward a target — known as
|
| 323 |
+
a house.
|
| 324 |
+
|
| 325 |
+
|
| 326 |
+
Traditional curling teams are comprised of four players, while the mixed doubles
|
| 327 |
+
version of the sport consists of teams of two — one female and one male. In women’s,
|
| 328 |
+
men’s and wheelchair curling, teams are allowed a fifth player known as the alternate
|
| 329 |
+
— a substitute. Each team designates a skip (team captain) and vice skip.
|
| 330 |
+
|
| 331 |
+
|
| 332 |
+
Bog Ice Arena in Kingston offers curling classes, three per session for $150.
|
| 333 |
+
|
| 334 |
+
|
| 335 |
+
Darts
|
| 336 |
+
|
| 337 |
+
|
| 338 |
+
The Flight Club in Boston''s Seaport District takes darts into the 21st century.
|
| 339 |
+
It''s a one-of-a-kind technology creates a fast-paced, multi-player gaming experience.
|
| 340 |
+
|
| 341 |
+
|
| 342 |
+
The Flight Club offers six easy-to-learn games for up to 12 guests to play simultaneously.
|
| 343 |
+
If you''re more advanced, there are more challenging levels.
|
| 344 |
+
|
| 345 |
+
|
| 346 |
+
Reservations are recommended in advance. It’s $15 per person for 90 minutes. Guests
|
| 347 |
+
must be 21 or older after 6 p.m. Sunday through Friday, and open to close on Saturday.
|
| 348 |
+
|
| 349 |
+
|
| 350 |
+
The Flight Club offers food and beverages, including wine, beer and cocktails.'
|
| 351 |
+
- text: 'Man suffers life-threatening injures in Boston shooting; suspect under arrest
|
| 352 |
+
|
| 353 |
+
|
| 354 |
+
A suspect is facing charges after a man suffered life-threatening injuries in
|
| 355 |
+
a shooting Monday in Roxbury.Boston police officers responded just before 4 a.m.
|
| 356 |
+
to a ShotSpotter activation for six rounds of gunfire in the area of 48 Clifford
|
| 357 |
+
St.Officers found a man suffering from life-threatening gunshot wounds. The victim
|
| 358 |
+
was taken to a local hospital. Police said a suspect had been arrested, however,
|
| 359 |
+
the person''s identity was not released.WCVB will have more information when it
|
| 360 |
+
becomes available.
|
| 361 |
+
|
| 362 |
+
|
| 363 |
+
A suspect is facing charges after a man suffered life-threatening injuries in
|
| 364 |
+
a shooting Monday in Roxbury.
|
| 365 |
+
|
| 366 |
+
|
| 367 |
+
Boston police officers responded just before 4 a.m. to a ShotSpotter activation
|
| 368 |
+
for six rounds of gunfire in the area of 48 Clifford St.
|
| 369 |
+
|
| 370 |
|
| 371 |
Advertisement
|
| 372 |
|
| 373 |
|
| 374 |
+
Officers found a man suffering from life-threatening gunshot wounds. The victim
|
| 375 |
+
was taken to a local hospital.
|
| 376 |
+
|
| 377 |
+
|
| 378 |
+
Police said a suspect had been arrested, however, the person''s identity was not
|
| 379 |
+
released.
|
| 380 |
+
|
| 381 |
+
|
| 382 |
+
WCVB will have more information when it becomes available.'
|
| 383 |
+
- text: 'That means that at some point far into the future, literally no one would
|
| 384 |
+
be allowed to buy tobacco in Brookline, regardless of his or her age. Currently,
|
| 385 |
+
the legal age to purchase tobacco statewide is 21.
|
| 386 |
+
|
| 387 |
+
|
| 388 |
+
Currently, no one born in the 21st century is allowed to buy tobacco in the Boston
|
| 389 |
+
suburb of 60,000 people after Town Meeting voters adopted a first-in-the-nation
|
| 390 |
+
bylaw in 2020. The rule went into effect about a year later, gradually prohibiting
|
| 391 |
+
tobacco or e-cigarette sales to anyone born on or after Jan. 1, 2000.
|
| 392 |
+
|
| 393 |
+
|
| 394 |
+
During the depths of the pandemic, Brookline adopted a public health measure unlike
|
| 395 |
+
any in the country. Massachusetts’ highest court could now determine whether it
|
| 396 |
+
can stay.
|
| 397 |
|
| 398 |
|
| 399 |
Advertisement
|
| 400 |
|
| 401 |
|
| 402 |
+
The Brookline rule has been hailed as a novel effort to curb youth tobacco use
|
| 403 |
+
by going far beyond setting a minimum age, effectively banning future generations
|
| 404 |
+
from ever purchasing tobacco. New Zealand last year adopted a similar policy,
|
| 405 |
+
but Brookline’s bylaw remains the only one of its kind in the United States, though
|
| 406 |
+
it’s something other towns hope to emulate.
|
| 407 |
+
|
| 408 |
+
|
| 409 |
+
“We need to do more than what we’ve been doing,” said Maureen Buzby, the tobacco
|
| 410 |
+
inspection coordinator for several Massachusetts communities, including Melrose,
|
| 411 |
+
Stoneham, and Wakefield, where officials are weighing restrictions similar to
|
| 412 |
+
Brookline’s. “We’ve done a lot of policy, a lot of regulation, a lot of state
|
| 413 |
+
law. Frankly, they’ve worked as Band-Aids.”
|
| 414 |
+
|
| 415 |
|
| 416 |
+
But now, a ruling by the state’s Supreme Judicial Court could undo the attempt
|
| 417 |
+
at a wider salve. The high court’s justices this month heard a challenge from
|
| 418 |
+
a group of Brookline businesses, whose attorneys argue that Brookline’s bylaw
|
| 419 |
+
is unconstitutional and conflicts with the 2018 state law that set the legal age
|
| 420 |
+
at 21.
|
| 421 |
|
| 422 |
+
|
| 423 |
+
A ban, even implemented gradually, could have wide ramifications for convenience
|
| 424 |
+
stores, where tobacco products account for more than one-quarter of merchandise
|
| 425 |
+
sales nationally, according to a Massachusetts trade group representing local
|
| 426 |
+
retailers. The lawsuit has also drawn the support of some of the tobacco’s industry’s
|
| 427 |
+
biggest players hoping to stop the policy before it gains steam.
|
| 428 |
|
| 429 |
|
| 430 |
Advertisement
|
| 431 |
|
| 432 |
|
| 433 |
+
Backing Brookline’s bylaw is the state of Massachusetts, which argued in a brief
|
| 434 |
+
that the town is addressing “a legitimate health concern.” Governor Maura Healey
|
| 435 |
+
approved Brookline’s rule when she was attorney general.
|
| 436 |
+
|
| 437 |
+
|
| 438 |
+
A slew of other policymakers, from California lawmakers to those in Hawaii, have
|
| 439 |
+
proposed their own bans. While the legal nuances could shift from state to state,
|
| 440 |
+
the Massachusetts SJC ruling could provide an important barometer, including clearing
|
| 441 |
+
others in Massachusetts to pursue their own restrictions or sending them back
|
| 442 |
+
to the drawing board.
|
| 443 |
+
|
| 444 |
+
|
| 445 |
+
“I would think [tobacco companies] may consider it a bit of a long shot, but a
|
| 446 |
+
potentially mortal threat to their industry,” said Mark Gottlieb, executive director
|
| 447 |
+
of the Public Health Advocacy Institute at Northeastern University’s School of
|
| 448 |
+
Law, which is representing Brookline in the lawsuit.
|
| 449 |
+
|
| 450 |
+
|
| 451 |
+
“What the SJC does in this case may not have any impact on whether a policy may
|
| 452 |
+
withstand a legal challenge in other states,” he added. “But it certainly would
|
| 453 |
+
show it’s possible, given the right legal environment, to implement a policy that
|
| 454 |
+
is truly an end-game policy for tobacco sales.”
|
| 455 |
+
|
| 456 |
+
|
| 457 |
+
Town hall on Washington Street in Brookline. Craig F. Walker/Globe Staff
|
| 458 |
+
|
| 459 |
+
|
| 460 |
+
It’s unclear when the SJC will issue its ruling. Technically, the high court will
|
| 461 |
+
decide whether to uphold a lower court’s decision to dismiss the lawsuit, known
|
| 462 |
+
as Six Brothers v. Brookline, where store owners argued Brookline’s tobacco ban
|
| 463 |
+
undercuts the 2018 law and the intent of the Legislature to set a minimum age.
|
| 464 |
|
| 465 |
|
| 466 |
Advertisement
|
| 467 |
|
| 468 |
|
| 469 |
+
At the time, state policymakers noted the minimum age law would replace what had
|
| 470 |
+
become a “confusing and bewildering patchwork” of rules across towns and cities,
|
| 471 |
+
Patrick Tinsley, an attorney representing the Brookline retailers, said during
|
| 472 |
+
the SJC hearing.
|
| 473 |
+
|
| 474 |
+
|
| 475 |
+
Moreover, opponents of Brookline’s rule contend it violates equal protection guarantees
|
| 476 |
+
in the state constitution. American Snuff Co. — a subsidiary of the tobacco giant
|
| 477 |
+
American Reynolds — argued in a court brief that allowing someone born at 11:59
|
| 478 |
+
p.m. on Dec. 31, 1999 to buy cigarettes but permanently barring someone born one
|
| 479 |
+
second later is “discriminatory treatment [that] cannot pass constitutional muster.”
|
| 480 |
+
|
| 481 |
|
| 482 |
+
A company spokesperson declined to comment further.
|
| 483 |
|
|
|
|
| 484 |
|
| 485 |
+
“At what point do adults have the freedom to make their own choices about the
|
| 486 |
+
products they consume?” said Peter Brennan, executive director of the New England
|
| 487 |
+
Convenience Store and Energy Marketers Association, a trade organization that
|
| 488 |
+
represents 7,000 retailers.
|
| 489 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
|
|
|
|
| 490 |
|
| 491 |
+
The Brookline rule, he said, is a “sneaky, end-around way” toward an outright
|
| 492 |
+
ban. “It sets a moving goalpost.”
|
| 493 |
|
| 494 |
+
|
| 495 |
+
At a hearing this month, justices on the SJC considered the law’s weighty ramifications.
|
| 496 |
+
Justice Scott L. Kafker said, in effect, the bylaw would eventually raise the
|
| 497 |
+
minimum age “to the point where it renders everybody too young to buy.”
|
| 498 |
|
| 499 |
|
| 500 |
Advertisement
|
| 501 |
|
| 502 |
|
| 503 |
+
“Very clever,” he mused. “I just don’t know if that’s legal.”
|
| 504 |
+
|
| 505 |
+
|
| 506 |
+
Attorneys for Brookline argue the bylaw is “not a minimum,” but a ban, which is
|
| 507 |
+
legal under the 2018 state law allowing towns or cities to pursue their own rule
|
| 508 |
+
that “limits or prohibits the purchase of tobacco products.”
|
| 509 |
+
|
| 510 |
+
|
| 511 |
+
Katharine Silbaugh, a Boston University law professor and one of the leading petitioners
|
| 512 |
+
of Brookline’s bylaw, argued that nicotine and tobacco shouldn’t be regulated
|
| 513 |
+
like alcohol or cannabis, which “whether we’re right or not, we believe at some
|
| 514 |
+
age, they are safe enough to use.”
|
| 515 |
+
|
| 516 |
+
|
| 517 |
+
“It doesn’t make sense to have an age restriction that seems to indicate that
|
| 518 |
+
you have become old enough to smoke,” she said. “You’re never old enough to smoke.”
|
| 519 |
+
|
| 520 |
+
|
| 521 |
+
Town data indicate that tobacco use among high schoolers has steadily plunged:
|
| 522 |
+
In 2013, for example, 26 percent of high schoolers said they used tobacco at some
|
| 523 |
+
point.
|
| 524 |
+
|
| 525 |
+
|
| 526 |
+
In a 2023 survey, just 3 percent of Brookline high schoolers said they had used
|
| 527 |
+
tobacco in the previous 30 days, while 9 percent said they had vaped; 19 percent
|
| 528 |
+
said they vaped at some point in their lives. Still, health experts caution: It’s
|
| 529 |
+
hard to draw a direct connection to the town’s new bylaw.
|
| 530 |
+
|
| 531 |
+
|
| 532 |
+
“We’ll never be able to point to a direct link [to the bylaw],” said Sigalle Reiss,
|
| 533 |
+
Brookline’s public health director. But, she said, the policy is both an attempt
|
| 534 |
+
to reduce exposure and “institute change across a whole community.”
|
| 535 |
+
|
| 536 |
+
|
| 537 |
+
“We’re not naïve. We know Brookline is not an island,” she said. “But we do feel
|
| 538 |
+
like one community has to take that first step.”
|
| 539 |
+
|
| 540 |
+
|
| 541 |
+
Advertisement
|
| 542 |
+
|
| 543 |
+
|
| 544 |
+
Health officials in Melrose, Stoneham, and Wakefield — three communities clustered
|
| 545 |
+
north of Boston — have held public hearings on their proposed regulation, which
|
| 546 |
+
would ban the sale of tobacco or e-cigarette products to anyone born on or after
|
| 547 |
+
Jan. 1, 2004. But they’ve tabled any votes until after the SJC ruling, said Anthony
|
| 548 |
+
Chui, the health director for all three communities.
|
| 549 |
+
|
| 550 |
+
|
| 551 |
+
Should they, and perhaps others, adopt similar rules, proponents say that could
|
| 552 |
+
eventually build momentum toward the adoption of a statewide law.
|
| 553 |
+
|
| 554 |
+
|
| 555 |
+
But it often takes years for Beacon Hill to join such a groundswell. When the
|
| 556 |
+
Legislature voted in 2018 to increase the legal age to buy tobacco from 18 to
|
| 557 |
+
21, half the state’s towns and cities, Boston included, had already done so, sometimes
|
| 558 |
+
years earlier.
|
| 559 |
+
|
| 560 |
+
|
| 561 |
+
Matt Stout can be reached at matt.stout@globe.com. Follow him @mattpstout.'
|
| 562 |
pipeline_tag: text-classification
|
| 563 |
inference: false
|
| 564 |
base_model: sentence-transformers/paraphrase-mpnet-base-v2
|
|
|
|
| 574 |
split: test
|
| 575 |
metrics:
|
| 576 |
- type: accuracy
|
| 577 |
+
value: 0.6324376199616123
|
| 578 |
name: Accuracy
|
| 579 |
---
|
| 580 |
|
|
|
|
| 610 |
### Metrics
|
| 611 |
| Label | Accuracy |
|
| 612 |
|:--------|:---------|
|
| 613 |
+
| **all** | 0.6324 |
|
| 614 |
|
| 615 |
## Uses
|
| 616 |
|
|
|
|
| 630 |
# Download from the 🤗 Hub
|
| 631 |
model = SetFitModel.from_pretrained("Kevinger/setfit-hub-multilabel-example")
|
| 632 |
# Run inference
|
| 633 |
+
preds = model("Man suffers life-threatening injures in Boston shooting; suspect under arrest
|
| 634 |
+
|
| 635 |
+
A suspect is facing charges after a man suffered life-threatening injuries in a shooting Monday in Roxbury.Boston police officers responded just before 4 a.m. to a ShotSpotter activation for six rounds of gunfire in the area of 48 Clifford St.Officers found a man suffering from life-threatening gunshot wounds. The victim was taken to a local hospital. Police said a suspect had been arrested, however, the person's identity was not released.WCVB will have more information when it becomes available.
|
| 636 |
+
|
| 637 |
+
A suspect is facing charges after a man suffered life-threatening injuries in a shooting Monday in Roxbury.
|
| 638 |
+
|
| 639 |
+
Boston police officers responded just before 4 a.m. to a ShotSpotter activation for six rounds of gunfire in the area of 48 Clifford St.
|
| 640 |
+
|
| 641 |
+
Advertisement
|
| 642 |
+
|
| 643 |
+
Officers found a man suffering from life-threatening gunshot wounds. The victim was taken to a local hospital.
|
| 644 |
+
|
| 645 |
+
Police said a suspect had been arrested, however, the person's identity was not released.
|
| 646 |
|
| 647 |
+
WCVB will have more information when it becomes available.")
|
| 648 |
```
|
| 649 |
|
| 650 |
<!--
|
|
|
|
| 676 |
### Training Set Metrics
|
| 677 |
| Training set | Min | Median | Max |
|
| 678 |
|:-------------|:----|:---------|:-----|
|
| 679 |
+
| Word count | 22 | 394.2812 | 1802 |
|
| 680 |
|
| 681 |
### Training Hyperparameters
|
| 682 |
- batch_size: (8, 8)
|
| 683 |
- num_epochs: (1, 1)
|
| 684 |
- max_steps: -1
|
| 685 |
- sampling_strategy: oversampling
|
| 686 |
+
- num_iterations: 75
|
| 687 |
- body_learning_rate: (2e-05, 2e-05)
|
| 688 |
- head_learning_rate: 2e-05
|
| 689 |
- loss: CosineSimilarityLoss
|
|
|
|
| 699 |
### Training Results
|
| 700 |
| Epoch | Step | Training Loss | Validation Loss |
|
| 701 |
|:------:|:----:|:-------------:|:---------------:|
|
| 702 |
+
| 0.0008 | 1 | 0.1705 | - |
|
| 703 |
+
| 0.0417 | 50 | 0.1864 | - |
|
| 704 |
+
| 0.0833 | 100 | 0.3521 | - |
|
| 705 |
+
| 0.125 | 150 | 0.1212 | - |
|
| 706 |
+
| 0.1667 | 200 | 0.0091 | - |
|
| 707 |
+
| 0.2083 | 250 | 0.007 | - |
|
| 708 |
+
| 0.25 | 300 | 0.0005 | - |
|
| 709 |
+
| 0.2917 | 350 | 0.0008 | - |
|
| 710 |
+
| 0.3333 | 400 | 0.0005 | - |
|
| 711 |
+
| 0.375 | 450 | 0.0002 | - |
|
| 712 |
+
| 0.4167 | 500 | 0.0002 | - |
|
| 713 |
+
| 0.4583 | 550 | 0.0002 | - |
|
| 714 |
+
| 0.5 | 600 | 0.0002 | - |
|
| 715 |
+
| 0.5417 | 650 | 0.0002 | - |
|
| 716 |
+
| 0.5833 | 700 | 0.0002 | - |
|
| 717 |
+
| 0.625 | 750 | 0.0002 | - |
|
| 718 |
+
| 0.6667 | 800 | 0.0002 | - |
|
| 719 |
+
| 0.7083 | 850 | 0.0001 | - |
|
| 720 |
+
| 0.75 | 900 | 0.0001 | - |
|
| 721 |
+
| 0.7917 | 950 | 0.0001 | - |
|
| 722 |
+
| 0.8333 | 1000 | 0.0001 | - |
|
| 723 |
+
| 0.875 | 1050 | 0.0001 | - |
|
| 724 |
+
| 0.9167 | 1100 | 0.0001 | - |
|
| 725 |
+
| 0.9583 | 1150 | 0.0001 | - |
|
| 726 |
+
| 1.0 | 1200 | 0.0001 | - |
|
| 727 |
|
| 728 |
### Framework Versions
|
| 729 |
- Python: 3.10.12
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 437967672
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:97ae82f59a158889eb41c25022cbd9594a2d8cc23644a33d4b34531fbf90483b
|
| 3 |
size 437967672
|
model_head.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 52836
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7a81bf49868c94a14c15848940fd1e64e6079b978e827e29c762174f712a13aa
|
| 3 |
size 52836
|