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Add new SentenceTransformer model.

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  1. README.md +116 -140
  2. model.safetensors +1 -1
README.md CHANGED
@@ -12,108 +12,108 @@ tags:
12
  - dataset_size:30288
13
  - loss:MultipleNegativesRankingLoss
14
  widget:
15
- - source_sentence: 'An inside look at Martha Stewart''s Stable '
 
16
  sentences:
17
- - I feel like Im suffocating, Im empty and I feel like my heart is drowning. I try
18
- everyday to be okay but its just so hard
19
- - How did the Church and the YMCA organization feel about the YMCA being portrayed
20
- in the song as a gay-friendly place, and the song becoming a gay anthem?
21
- - 'An inside look at Martha Stewart''s Stable '
22
- - source_sentence: 'Chemicals in marijuana may fight MRSA infections. '
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
  sentences:
24
- - 'Our new opening sequence for The Walking Dead Please let me know what you think.
25
- This was shot as a class project for an undergrad TV production class. The professor
26
- really enjoyed it and called it better than the sequence on TV now (which I think
27
- is shot better than ours, but much more boring).
28
-
29
-
30
-
31
-
32
- EDIT: not sure if the link attached properly. It''s [here](http://vimeo.com/17275877) '
33
- - 'Greek central bank warns of ''painful'' euro and EU exit '
34
- - 'Chemicals in marijuana may fight MRSA infections. '
35
- - source_sentence: 'Pluggin Opiates.Ive been into opiates for years now, recently
36
- I read from the FAQ about plugging and been trying it out for about a month or
37
- so. Currently my DoC is Morphine. Im curious to know if there are many people
38
- who use that ROA and Im curious in others experience with it. Ive never shot up,
39
- only oral or plugging. For those who blissfully plug, what is your experience
40
- like? Does your high last longer or is it less productive as other ROAs? I get
41
- the best high from plugging and its essentially instant. Id appreciate some advice
42
- or for you to share your experience with me? Thanks, stay high and mellow my opioid
43
- lovers Side note: if you havent tried plugging I recommend it 100%, no shame,
44
- just safe dosing.'
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
45
  sentences:
46
- - New Members IntroIf youre new to the community, introduce yourself!
47
- - I found a Nat King Cole signed record at an antique mall for $12.50.
48
- - 'Pluggin Opiates.Ive been into opiates for years now, recently I read from the
49
- FAQ about plugging and been trying it out for about a month or so. Currently my
50
- DoC is Morphine. Im curious to know if there are many people who use that ROA
51
- and Im curious in others experience with it. Ive never shot up, only oral or plugging.
52
- For those who blissfully plug, what is your experience like? Does your high last
53
- longer or is it less productive as other ROAs? I get the best high from plugging
54
- and its essentially instant. Id appreciate some advice or for you to share your
55
- experience with me? Thanks, stay high and mellow my opioid lovers Side note: if
56
- you havent tried plugging I recommend it 100%, no shame, just safe dosing.'
57
- - source_sentence: 'what can i do to be a likeable person? what do people look for
58
- in friends? what determines our worth as a person? I realized that a lot of my
59
- problems come from trying to impress people in order for them to like me and possibly
60
- become friends.
61
-
62
-
63
-
64
-
65
- but do people really look at all the things you''ve accomplished and all the things
66
- you''ve done to determine if your worthy of being a friend? apparently that seems
67
- to be my mindset, and that''s the reason I do things just to impress people
68
-
69
-
70
-
71
-
72
- so what do people look for in others when determining whether they can be a good
73
- friend or not. or another way to think of it, what determines our worth as a person? '
74
  sentences:
75
- - 'My humble reaction after I win an argument with my SO. '
76
- - When do i get to use the super troop potion[ask]
77
- - 'what can i do to be a likeable person? what do people look for in friends? what
78
- determines our worth as a person? I realized that a lot of my problems come from
79
- trying to impress people in order for them to like me and possibly become friends.
80
-
81
-
82
-
83
-
84
- but do people really look at all the things you''ve accomplished and all the things
85
- you''ve done to determine if your worthy of being a friend? apparently that seems
86
- to be my mindset, and that''s the reason I do things just to impress people
87
-
88
-
89
-
90
-
91
- so what do people look for in others when determining whether they can be a good
92
- friend or not. or another way to think of it, what determines our worth as a person? '
93
- - source_sentence: 'Goodnight, Texas - The Horse Accident (In Which A Girl Was All
94
- But Killed) '
95
  sentences:
96
- - Getting rid of ants - methods used in SL households?We have an ants problem in
97
- our home. The small red ants, to be specific. It didnt always use to be this serious
98
- but now its annoying that we cannot keep any unpacked food (bread, sugar, buns
99
- etc.) outside the refrigerator for more than one day (with the lockdown weve stacked
100
- up supplies enough for a week). What methods that you guys use to get rid or control
101
- ants in your home? Its better if theres a way to completely get rid of them once
102
- and for all but controlling methods are ok too. Better if theyre easy to find
103
- in SL as most of the videos Ive found require separate chemicals and ingredients.
104
- - 'Goodnight, Texas - The Horse Accident (In Which A Girl Was All But Killed) '
105
- - 'Creating Transit Gateway VPC attachmentWhen you go to create a TGW VPC attachment
106
- it asks you at the bottom for subnet ID''s. AWS gives the below description for
107
- this, but I''m having trouble understanding the significance of this option. Does
108
- this mean I would have to create multiple TGW attachments per subnet per AZ for
109
- a single UPC with multiple AZ-A subnets? Or as long as the subnets I chose share
110
- a routing table with other subnets in the same AZ I am good? For example I have
111
- a VPC with: MGMT Subnet AZ-A using MGMT route table MGMT Subnet AZ-B using MGMT
112
- route table Data Subnet in AZ-A using DATA route table Data Subnet in AZ-B using
113
- DATA route table Would I need two TGW attachments, one for data subnets and one
114
- for MGMT subnets? " For **Subnet IDs**, select one subnet for each Availability
115
- Zone to be used by the transit gateway to route traffic. You must select at least
116
- one subnet. You can select only one subnet per Availability Zone. "'
117
  ---
118
 
119
  # SentenceTransformer based on manuel-couto-pintos/roberta_erisk
@@ -165,9 +165,9 @@ from sentence_transformers import SentenceTransformer
165
  model = SentenceTransformer("manuel-couto-pintos/roberta_erisk_simcse")
166
  # Run inference
167
  sentences = [
168
- 'Goodnight, Texas - The Horse Accident (In Which A Girl Was All But Killed) ',
169
- 'Goodnight, Texas - The Horse Accident (In Which A Girl Was All But Killed) ',
170
- 'Creating Transit Gateway VPC attachmentWhen you go to create a TGW VPC attachment it asks you at the bottom for subnet ID\'s. AWS gives the below description for this, but I\'m having trouble understanding the significance of this option. Does this mean I would have to create multiple TGW attachments per subnet per AZ for a single UPC with multiple AZ-A subnets? Or as long as the subnets I chose share a routing table with other subnets in the same AZ I am good? For example I have a VPC with: MGMT Subnet AZ-A using MGMT route table MGMT Subnet AZ-B using MGMT route table Data Subnet in AZ-A using DATA route table Data Subnet in AZ-B using DATA route table Would I need two TGW attachments, one for data subnets and one for MGMT subnets? " For **Subnet IDs**, select one subnet for each Availability Zone to be used by the transit gateway to route traffic. You must select at least one subnet. You can select only one subnet per Availability Zone. "',
171
  ]
172
  embeddings = model.encode(sentences)
173
  print(embeddings.shape)
@@ -228,13 +228,13 @@ You can finetune this model on your own dataset.
228
  | | sentence_0 | sentence_1 |
229
  |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
230
  | type | string | string |
231
- | details | <ul><li>min: 9 tokens</li><li>mean: 87.71 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 9 tokens</li><li>mean: 87.71 tokens</li><li>max: 512 tokens</li></ul> |
232
  * Samples:
233
- | sentence_0 | sentence_1 |
234
- |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
235
- | <code>Any teens want to talk about Rush? Being 15, it's hell on earth trying to find others around my age to talk about Rush or (thanks to my interests) anyone to talk about anything. Let me know if you're around 15 (preferably 13-18) and, I dunno, maybe we could make a Skype group/kik group/whatever.<br><br><br><br>Ghost of an edit: no personal info will be shared, don't worry. Felt I should clarify that. </code> | <code>Any teens want to talk about Rush? Being 15, it's hell on earth trying to find others around my age to talk about Rush or (thanks to my interests) anyone to talk about anything. Let me know if you're around 15 (preferably 13-18) and, I dunno, maybe we could make a Skype group/kik group/whatever.<br><br><br><br>Ghost of an edit: no personal info will be shared, don't worry. Felt I should clarify that. </code> |
236
- | <code>Interesting video about racial inequality in the prison system. </code> | <code>Interesting video about racial inequality in the prison system. </code> |
237
- | <code>[Intro] 30, F, dweebHi! My names Liz. Nice to meet you all. I love: - drawing - animation (went to animation school but dropped out) - video games (PC, Nintendo Switch, 3DS) - horror - cryptozoology - mystery science theater 3000 - documentaries - true crime - collecting steelbooks - amiibos It was my birthday this month and I just turned 30. I have chronic illness and depression but I try my best every day to stay positive. If you want I can do a little doodle of you if you want to share a picture! Looking forward to meeting everyone</code> | <code>[Intro] 30, F, dweebHi! My names Liz. Nice to meet you all. I love: - drawing - animation (went to animation school but dropped out) - video games (PC, Nintendo Switch, 3DS) - horror - cryptozoology - mystery science theater 3000 - documentaries - true crime - collecting steelbooks - amiibos It was my birthday this month and I just turned 30. I have chronic illness and depression but I try my best every day to stay positive. If you want I can do a little doodle of you if you want to share a picture! Looking forward to meeting everyone</code> |
238
  * Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
239
  ```json
240
  {
@@ -248,7 +248,7 @@ You can finetune this model on your own dataset.
248
 
249
  - `per_device_train_batch_size`: 10
250
  - `per_device_eval_batch_size`: 10
251
- - `num_train_epochs`: 5
252
  - `multi_dataset_batch_sampler`: round_robin
253
 
254
  #### All Hyperparameters
@@ -271,7 +271,7 @@ You can finetune this model on your own dataset.
271
  - `adam_beta2`: 0.999
272
  - `adam_epsilon`: 1e-08
273
  - `max_grad_norm`: 1
274
- - `num_train_epochs`: 5
275
  - `max_steps`: -1
276
  - `lr_scheduler_type`: linear
277
  - `lr_scheduler_kwargs`: {}
@@ -369,38 +369,14 @@ You can finetune this model on your own dataset.
369
  </details>
370
 
371
  ### Training Logs
372
- | Epoch | Step | Training Loss |
373
- |:------:|:-----:|:-------------:|
374
- | 0.1651 | 500 | 0.8492 |
375
- | 0.3301 | 1000 | 0.0013 |
376
- | 0.4952 | 1500 | 0.0007 |
377
- | 0.6603 | 2000 | 0.0007 |
378
- | 0.8254 | 2500 | 0.0003 |
379
- | 0.9904 | 3000 | 0.0 |
380
- | 1.1555 | 3500 | 0.0 |
381
- | 1.3206 | 4000 | 0.0 |
382
- | 1.4856 | 4500 | 0.0002 |
383
- | 1.6507 | 5000 | 0.0003 |
384
- | 1.8158 | 5500 | 0.0003 |
385
- | 1.9809 | 6000 | 0.0 |
386
- | 2.1459 | 6500 | 0.0 |
387
- | 2.3110 | 7000 | 0.0 |
388
- | 2.4761 | 7500 | 0.0 |
389
- | 2.6411 | 8000 | 0.0003 |
390
- | 2.8062 | 8500 | 0.0003 |
391
- | 2.9713 | 9000 | 0.0 |
392
- | 3.1363 | 9500 | 0.0 |
393
- | 3.3014 | 10000 | 0.0 |
394
- | 3.4665 | 10500 | 0.0002 |
395
- | 3.6316 | 11000 | 0.0003 |
396
- | 3.7966 | 11500 | 0.0003 |
397
- | 3.9617 | 12000 | 0.0 |
398
- | 4.1268 | 12500 | 0.0 |
399
- | 4.2918 | 13000 | 0.0 |
400
- | 4.4569 | 13500 | 0.0 |
401
- | 4.6220 | 14000 | 0.0003 |
402
- | 4.7871 | 14500 | 0.0003 |
403
- | 4.9521 | 15000 | 0.0 |
404
 
405
 
406
  ### Framework Versions
 
12
  - dataset_size:30288
13
  - loss:MultipleNegativesRankingLoss
14
  widget:
15
+ - source_sentence: 'Looks like a small cockroach, but much more colorful, 0.75" long.
16
+ [Atlanta, Georgia] '
17
  sentences:
18
+ - 'Help me win a bet: What size gi does Marcelo Garcia wear? I suspect he uses different
19
+ size pants relative to the gi-top because of his epic thighs relative to stature.
20
+ My buddy just says A2 all around (on average, recognizing that it varies by brand).
21
+ What do you say? '
22
+ - 'What little things about the Star Wars Universe do you love? '
23
+ - 'Looks like a small cockroach, but much more colorful, 0.75" long. [Atlanta, Georgia] '
24
+ - source_sentence: "Clogged Construction on my brand new condo finished this summer.\
25
+ \ Not wasting a second, I broke lease on my musky apartment, and moved in as soon\
26
+ \ as possible. I rather enjoyed knowing I was the first resident living here:\
27
+ \ there was no wear and tear, no smoke stains on the walls, and no damage to the\
28
+ \ structure. The only issue was a light clattering sound whenever I used the commercial\
29
+ \ sink in my laundry room. I rarely used it, so I didn't bring up the problem\
30
+ \ to the contractors. Everything else worked perfectly, and my home was as sterile\
31
+ \ as an operating table.\n\n\n\n nbsp;\n\n\n\nAfter a few months, I began noticing\
32
+ \ water pooling at the foot of my shower. The drain must have been clogged. I\
33
+ \ took to my tools, unscrewed the shower drain, and peered inside. I could see\
34
+ \ a collection of fibers bunched up in the pipes. Reaching in with an unfolded\
35
+ \ coat hanger, I pulled out mountains of dirty blond hair clogging the pipes.\
36
+ \ I live alone, I don't have any pets, I haven't entertained a lady in over a\
37
+ \ year, and I've been bald since I was 27.\n\n\n\n nbsp;\n\n\n\nThe odd phenomena\
38
+ \ got me thinking about the sink in the laundry room. I detached the aerator,\
39
+ \ placed my hand under the faucet, and turned on the water. Dozens of molars came\
40
+ \ flying out, slipping through my fingers and into the sink, bouncing up and down\
41
+ \ until ultimately falling down the drain.\n\n\n\n nbsp;\n\n\n\nOn a completely\
42
+ \ unrelated note: I have a beautiful, fully furnished, barely-used condo for sale.\
43
+ \ Located in downtown Detroit. Anyone interested? "
44
  sentences:
45
+ - '3-2 defense cannot stop corner 3s? Does anyone else have this problem? My down
46
+ low guys won''t kick out to even try to defend an open 3 shot, and the computer
47
+ just spams this on me all day when I play offline. '
48
+ - tw.being suicidal but knowing someone whos commit is the worst thing in the world.
49
+ bc you see both sides. you see how it affects the people that love that person.
50
+ including yourself. you see how it doesnt end the pain but it just passes it on
51
+ to all the people who are left to deal with it. but then it also makes it so much
52
+ more understandable as to why someone did it. you know what its like to want the
53
+ pain to end. the feeling of your brain sabotaging you and your happiness constantly.
54
+ to stop feeling like youre drowning in yourself. you get each and every point
55
+ to it. and in a sense it makes me feel even more guilty for ever having the thought
56
+ in the first place. for it becoming my safe space. knowing that if things dont
57
+ fall into place that im okay with not being here anymore but not being okay leaving
58
+ the people you love to clean up the mess / carry it with them for the rest of
59
+ their lives. sorry. end rant.
60
+ - "Clogged Construction on my brand new condo finished this summer. Not wasting\
61
+ \ a second, I broke lease on my musky apartment, and moved in as soon as possible.\
62
+ \ I rather enjoyed knowing I was the first resident living here: there was no\
63
+ \ wear and tear, no smoke stains on the walls, and no damage to the structure.\
64
+ \ The only issue was a light clattering sound whenever I used the commercial sink\
65
+ \ in my laundry room. I rarely used it, so I didn't bring up the problem to the\
66
+ \ contractors. Everything else worked perfectly, and my home was as sterile as\
67
+ \ an operating table.\n\n\n\n nbsp;\n\n\n\nAfter a few months, I began noticing\
68
+ \ water pooling at the foot of my shower. The drain must have been clogged. I\
69
+ \ took to my tools, unscrewed the shower drain, and peered inside. I could see\
70
+ \ a collection of fibers bunched up in the pipes. Reaching in with an unfolded\
71
+ \ coat hanger, I pulled out mountains of dirty blond hair clogging the pipes.\
72
+ \ I live alone, I don't have any pets, I haven't entertained a lady in over a\
73
+ \ year, and I've been bald since I was 27.\n\n\n\n nbsp;\n\n\n\nThe odd phenomena\
74
+ \ got me thinking about the sink in the laundry room. I detached the aerator,\
75
+ \ placed my hand under the faucet, and turned on the water. Dozens of molars came\
76
+ \ flying out, slipping through my fingers and into the sink, bouncing up and down\
77
+ \ until ultimately falling down the drain.\n\n\n\n nbsp;\n\n\n\nOn a completely\
78
+ \ unrelated note: I have a beautiful, fully furnished, barely-used condo for sale.\
79
+ \ Located in downtown Detroit. Anyone interested? "
80
+ - source_sentence: 'Top 10 Movies Trailers of 2017 Must watch It '
81
  sentences:
82
+ - Im on coke n 2 mg kpin and im anxious as fuckIdk what i can do to get rid of this
83
+ i know coke doesnt last long but the anxietys lingering n the kpins are keeping
84
+ me borderline okay, but I've never been this anxious on coke i feel like im on
85
+ a psychedelic having a bad trip but im not tripping its just the anxiety. Can
86
+ anyone help me thru this
87
+ - '[Giveaway] 10 BTS for new users '
88
+ - 'Top 10 Movies Trailers of 2017 Must watch It '
89
+ - source_sentence: 'Vet says he nearly operated on himself when VA wouldn''t pay medical
90
+ bill. '
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
91
  sentences:
92
+ - 'What kind of soap is best to get glitter off your skin? '
93
+ - 'Alvvays is nearly done tracking their next album '
94
+ - 'Vet says he nearly operated on himself when VA wouldn''t pay medical bill. '
95
+ - source_sentence: Age old questions[View Poll](https://www.reddit.com/poll/m89hf3)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
96
  sentences:
97
+ - "GUYS I MIGHT HAVE TO DELETE THIS ACCOUNT BECAUSE MY BF KNOWS MY ACC BUT I DON'T\
98
+ \ WANT TO IT'S A MASSIVE URGENCE I'VE HAD THIS 3 YEARS So basically me and my\
99
+ \ boyfriend was messing around but he decided to go onto my reddit app and he\
100
+ \ \"accidently\" saw my reddit account name and he said that he's not going to\
101
+ \ look cause he knows he won't like what he sees but GUYS my post history is fucked\
102
+ \ i'm fucked it makes me look more fucked then I am what the fuck do i dooooo\
103
+ \ D:\n\nI don't wanna start over and there's a couple of subreddits that are suscriber\
104
+ \ only so how the fuck am i gonna get back \n\nhe's said he's been curious about\
105
+ \ this before but he knows the sorta stuff i post and he said it would really\
106
+ \ upset him but when he's curios he usally won't stop wondering but I like to\
107
+ \ think that i can trust him but I''m complety FUCKED. \n\napparently he forgot\
108
+ \ it too but he has good memory "
109
+ - Age old questions[View Poll](https://www.reddit.com/poll/m89hf3)
110
+ - 'Who else is in a opposite gender dominated industry? What have been your experiences?
111
+ I am a female in IT. I chose this field because I enjoy it, and it turns out I
112
+ am good at it. I am not concerned about the gender bias because I feel my qualifications
113
+ and experience speak for themselves, and so far that has been the case (the only
114
+ time I have been discriminated against it has not affected my career progress).
115
+ However, I''m relatively inexperienced and I would love to know other people''s
116
+ experiences in similar environments. '
 
117
  ---
118
 
119
  # SentenceTransformer based on manuel-couto-pintos/roberta_erisk
 
165
  model = SentenceTransformer("manuel-couto-pintos/roberta_erisk_simcse")
166
  # Run inference
167
  sentences = [
168
+ 'Age old questions[View Poll](https://www.reddit.com/poll/m89hf3)',
169
+ 'Age old questions[View Poll](https://www.reddit.com/poll/m89hf3)',
170
+ "Who else is in a opposite gender dominated industry? What have been your experiences? I am a female in IT. I chose this field because I enjoy it, and it turns out I am good at it. I am not concerned about the gender bias because I feel my qualifications and experience speak for themselves, and so far that has been the case (the only time I have been discriminated against it has not affected my career progress). However, I'm relatively inexperienced and I would love to know other people's experiences in similar environments. ",
171
  ]
172
  embeddings = model.encode(sentences)
173
  print(embeddings.shape)
 
228
  | | sentence_0 | sentence_1 |
229
  |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
230
  | type | string | string |
231
+ | details | <ul><li>min: 9 tokens</li><li>mean: 84.36 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 9 tokens</li><li>mean: 84.36 tokens</li><li>max: 512 tokens</li></ul> |
232
  * Samples:
233
+ | sentence_0 | sentence_1 |
234
+ |:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
235
+ | <code>Actor Cory Monteith, Who Played Finn Hudson On 'Glee,' Found Dead </code> | <code>Actor Cory Monteith, Who Played Finn Hudson On 'Glee,' Found Dead </code> |
236
+ | <code>Is the AW3420DW worth double the cost of a $500 monitor?I've been researching ultrawides and wanted to know people's opinion if the extra cost for the [Alienware AW3420DW ($999)](https://www.microcenter.com/product/620684/dell-alienware-aw3420dw-34-wqhd-120hz-hdmi-dp-g-sync--curved-ips-led-gaming-monitor) was worth the extra over say a [AOC CU34G2X ($449)](https://www.microcenter.com/product/618536/aoc-cu34g2x-34-qhd-144hz-hdmi-dp-freesync-ultrawide-curved-led-gaming-monitor) or [BenQ EX3501R ($649)](https://www.bhphotovideo.com/c/product/1383775-REG/benq_ex3501r_premium_grey_35_va_3440x1440.html) or another monitor in that range? If I'm willing to spend the cash for the Alienware, should I just make the leap?</code> | <code>Is the AW3420DW worth double the cost of a $500 monitor?I've been researching ultrawides and wanted to know people's opinion if the extra cost for the [Alienware AW3420DW ($999)](https://www.microcenter.com/product/620684/dell-alienware-aw3420dw-34-wqhd-120hz-hdmi-dp-g-sync--curved-ips-led-gaming-monitor) was worth the extra over say a [AOC CU34G2X ($449)](https://www.microcenter.com/product/618536/aoc-cu34g2x-34-qhd-144hz-hdmi-dp-freesync-ultrawide-curved-led-gaming-monitor) or [BenQ EX3501R ($649)](https://www.bhphotovideo.com/c/product/1383775-REG/benq_ex3501r_premium_grey_35_va_3440x1440.html) or another monitor in that range? If I'm willing to spend the cash for the Alienware, should I just make the leap?</code> |
237
+ | <code>My first time making it to a week! Awesome! Nothing to say, just felt like sharing(: Have a good day!<br><br><br><br>**EDIT:** Oh my gosh, I meant to say month... Woops. </code> | <code>My first time making it to a week! Awesome! Nothing to say, just felt like sharing(: Have a good day!<br><br><br><br>**EDIT:** Oh my gosh, I meant to say month... Woops. </code> |
238
  * Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
239
  ```json
240
  {
 
248
 
249
  - `per_device_train_batch_size`: 10
250
  - `per_device_eval_batch_size`: 10
251
+ - `num_train_epochs`: 1
252
  - `multi_dataset_batch_sampler`: round_robin
253
 
254
  #### All Hyperparameters
 
271
  - `adam_beta2`: 0.999
272
  - `adam_epsilon`: 1e-08
273
  - `max_grad_norm`: 1
274
+ - `num_train_epochs`: 1
275
  - `max_steps`: -1
276
  - `lr_scheduler_type`: linear
277
  - `lr_scheduler_kwargs`: {}
 
369
  </details>
370
 
371
  ### Training Logs
372
+ | Epoch | Step | Training Loss |
373
+ |:------:|:----:|:-------------:|
374
+ | 0.1651 | 500 | 0.8614 |
375
+ | 0.3301 | 1000 | 0.0012 |
376
+ | 0.4952 | 1500 | 0.0007 |
377
+ | 0.6603 | 2000 | 0.0002 |
378
+ | 0.8254 | 2500 | 0.0002 |
379
+ | 0.9904 | 3000 | 0.0 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
380
 
381
 
382
  ### Framework Versions
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  size 498604904
 
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