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How many elephants can be seen in the image?
There are three elephants visible in the image.
480
640
1
LLaVA_Instruct_150K
natural
45
47
What are the two objects seen sitting by the window in the image?
The two objects sitting by the window in the image are a real cat and a cat figurine, possibly made of ceramic or serving as a cat-shaped container.
423
500
1
LLaVA_Instruct_150K
natural
65
148
What color are the scissors in the image?
The scissors in the image are yellow.
427
640
1
LLaVA_Instruct_150K
natural
41
37
What is the skateboarder doing in the image?
The skateboarder is performing a high jump or vault, leaping over a bar or obstacle while riding the skateboard.
426
640
1
LLaVA_Instruct_150K
natural
44
112
What type of bed is in the bedroom?
There is a big white bed in the bedroom.
514
640
1
LLaVA_Instruct_150K
natural
35
40
How many people are sitting on the bench in the image?
There are two people sitting on the bench in the image.
640
424
1
LLaVA_Instruct_150K
natural
54
55
The item next to the water bottle is usually used in what setting?
swimming
428
640
1
a_okvqa
natural
66
8
Why would someone be seated here? Please explain your reasoning.
to eat. The table is set with a full meal, a drink, and a fork.
480
640
1
a_okvqa
natural
64
63
Who paved this street?
no one
427
640
1
a_okvqa
natural
22
6
What type of matchup is this? Choices: A) men's singles B) women's singles C) mixed doubles D) men's doubles
men's singles
333
640
1
a_okvqa
natural
109
13
What is the giant fish in the air? Please explain your reasoning.
kite. The giant fish is flying like a kite.
406
640
1
a_okvqa
natural
65
43
What is the color of the bear Give a very brief answer.
Brown.
533
640
1
cocoqa
natural
55
6
What is the color of the umbrella Be succinct.
Red.
426
640
1
cocoqa
natural
46
4
What is the man sitting in a chair hold on a leash Short answer required.
Dog.
428
640
1
cocoqa
natural
73
4
What is perched on the wet surface off the water Give a very brief answer.
Pigeon.
561
640
1
cocoqa
natural
74
7
How many boys sledding together on a snowy bank Keep it brief.
Three.
480
640
1
cocoqa
natural
62
6
Please provide a concise description of this image.
In this image I can see there are groups of persons standing and holding an object. And there is a stick attached to the stand.
768
1,024
1
localized_narratives
natural
51
127
How would you summarize this image in a sentence or two?
There are two persons. Person on the left is wearing a tiara. In the background it is dark.
680
1,024
1
localized_narratives
natural
56
91
Describe this image in one or two sentences.
In front of the picture, we see the blue color rope is tied to the boat. Here, we see the boats are sailing on the water. This water might be in the pond. At the bottom, we see the ground. On the left side, we see a wall. In the background, we see the grass and the hills. At the top, we see the sky and the clouds. This picture is blurred.
1,024
683
1
localized_narratives
natural
44
340
Can you describe this image briefly?
In this picture I can see there are two men standing and the person on to left is wearing a blazer and smiling and the person to the right is shaking hands and he is wearing a blazer and holding a certificate. In the backdrop there is a table and there are few photo frames placed on the wall and there are lights attached to the ceiling. There is a curtain on to right side.
829
1,024
1
localized_narratives
natural
36
375
Describe this image in one or two sentences.
This person is sitting on a chair and plays a musical instruments. This person holds sticks and wire cap. This are electronic devices.
683
1,024
1
localized_narratives
natural
44
134
What's in the image? <image>
The image shows several elephants in the water, with people wearing blue shirts and hats. They seem to be interacting with the elephants, and some are washing or caring for the animals. It looks like a moment from an elephant sanctuary or a similar setting.
426
640
1
lvis_instruct4v
natural
28
257
How many children are in the image? <image>
There are two children in the image.
397
640
1
lvis_instruct4v
natural
43
36
What objects can you see in the image? <image>
In the image, I can see a person sitting on a sofa with a laptop in front of them. There are also several magazines scattered around, a blanket, a pillow, spectacles, and a small Lego piece. Additionally, there's a computer mouse next to the laptop.
640
471
1
lvis_instruct4v
natural
46
249
<image> What are the main objects you see in the image?
I see several people with umbrellas, a few deer, and a person holding a backpack and giving a thumbs up. The scene appears to be outdoors, and it seems to be a rainy day given the number of umbrellas.
480
640
1
lvis_instruct4v
natural
55
200
What do you see in the image? <image>
I see an airplane parked on a runway or tarmac. There's a building in the background, which appears to be a control tower. The airplane has visible wheels and a propeller at its front.
508
640
1
lvis_instruct4v
natural
37
184
What do you think is going on in this snapshot?
This image captures a dynamic moment in a soccer game. The main focus is a player, dressed in a black jersey with the letters "WSU" emblazoned in white on the back, black shorts, and socks. This player is in the midst of kicking a white ball, which is now airborne, towards the goal. The player's body is angled away from the camera, adding a sense of movement and action to the scene. The game is taking place on a vibrant green artificial turf field. The sidelines of the field, from where this photo appears to have been taken, are visible in the foreground. In the background, another player can be seen. This player is wearing a green jersey and appears to be running towards the ball, possibly in an attempt to intercept or control it. Beyond the players and the field, there are several bicycles and a car parked. These elements add depth to the image and give a sense of the environment beyond the immediate action of the game. Finally, there's a building with a black facade in the far background. A logo of a shield with a lion on it is visible on this building, perhaps indicating the location or affiliation of this soccer match.
427
640
1
sharegpt4v(coco)
natural
47
1,145
What do you think is going on in this snapshot?
This image captures a lively scene on a sandy beach under a clear blue sky. A multitude of colorful kites are soaring in the sky, their vibrant hues contrasting beautifully against the azure backdrop. A large orange teddy bear kite is flying high, its cheerful face looking down at the beach below. Not far from it, a pink fish kite is swimming through the air, its scales shimmering in the sunlight. A rainbow-colored rocket kite is also part of this aerial display, its bright colors streaking across the sky as if it's ready to launch into space. In the distance, smaller kites add to the spectacle. A yellow smiley face kite grins down at the beachgoers, while a red and white striped kite dances in the wind nearby. On the sandy beach below, people can be seen enjoying this beautiful day. Cars parked in the background suggest that many have come to partake in this fun-filled kite-flying event. The overall mood of the image is playful and fun, perfectly capturing the joy of a day at the beach.
332
500
1
sharegpt4v(coco)
natural
47
1,006
What do you see happening in this image?
This image captures a serene moment in a grassy field where a brown horse is being attentively groomed by two individuals. The horse, adorned with a vibrant red halter, stands calmly as the grooming process takes place. One person is positioned next to the horse's head, securely holding the reins. Their stance suggests a sense of control and familiarity with the horse. The other person is bent over at the horse's side, meticulously cleaning its hooves. This action indicates a routine care procedure, ensuring the horse's well-being. The background of the image reveals a tranquil setting. A grassy field stretches out, dotted with trees that add a touch of greenery to the scene. In the distance, a white truck can be spotted, possibly indicating the presence of other people or equipment nearby. Overall, this image paints a picture of a typical day in the life of horse caretakers, highlighting their dedication and the bond they share with their equine companion.
449
640
1
sharegpt4v(coco)
natural
40
974
What is this photo about'?
The image presents a tranquil scene from a zoo enclosure. There are two zebras, their black and white stripes contrasting against the earthy tones of their surroundings. One zebra stands confidently, facing the camera, while the other has its back turned, perhaps exploring something out of frame. They are standing on a dirt path that cuts through the enclosure. The enclosure itself is bordered by a sturdy wooden fence, providing a safe barrier between the zebras and the outside world. In the background, a solitary tree stands tall, its leaves providing a touch of green to the otherwise brown and white landscape. The zebras seem at ease in their environment, adding a sense of calm to the image. The image does not contain any text.
480
640
1
sharegpt4v(coco)
natural
26
740
Write a detailed description of the given image.
This image captures a moment in a serene forested area. The main subject is a **white safari truck** with a **brown wooden interior**, parked on a **dirt road**. The truck is facing the left side of the image, and it's equipped with a **roof rack** for carrying additional cargo. A **spare tire** is mounted on the back of the vehicle, ready for any unexpected situations on the journey. The truck also has a **license plate** on the front, although the details are not clear from this image. The surrounding environment is lush and green, filled with various trees and bushes. The sky overhead is overcast, suggesting it might be a cool or cloudy day. Unfortunately, the text in the image isn't clear enough to transcribe. Overall, this image paints a picture of an adventurous journey waiting to happen in the heart of nature.
427
640
1
sharegpt4v(coco)
natural
48
830
Explain the visual content of the image in great detail.
The image depicts a bustling city scene with a focus on a double-decker bus. Here's a detailed description: - The **bus** is the main object in the image. It's a **double-decker bus**, which suggests that this could be in a city where such buses are common, like London or Hong Kong. - The bus is predominantly **white** in color, with a noticeable **purple stripe** running along its side. The number **184** is prominently displayed on the front of the bus. - The bus is a **Volvo B9TL Wright Eclipse Gemini**, as indicated by its design and features. This type of bus is commonly used for public transportation in many cities. - The bus is operated by **First Greater Manchester**, as suggested by its livery and design. - The bus is driving on the **left side of the road**, which could indicate that this image was taken in a country where driving on the left is the norm. - There's a **bus stop** visible on the right side of the photo. This suggests that the bus is either approaching or has just left the stop. - A **person** can be seen walking on the sidewalk next to the bus stop. They appear to be going about their day, adding a sense of life and movement to the scene. - The license plate of the bus reads "**MX58 DVU**". This could provide information about when and where the bus was registered, but such details can't be determined from this image alone. Overall, this image captures a moment in the daily life of a city, with public transportation playing a central role. It's a snapshot of urban living, with all its movement and dynamism.
480
640
1
sharegpt4v(coco)
natural
56
1,560
The first image is the image on the left, the second image is the image on the right. Analyze the images presented: Is the assertion "In the left image, a row of empty black barber chairs face leftward toward a countertop." valid? Answer yes or no.
Yes.
675
900
2
nlvr2
multi_image
248
4
The first image is the image on the left, the second image is the image on the right. For the images displayed, is the sentence "Multiple people stand in front of an arch in one image." factually correct? Answer yes or no.
No.
683
1,024
2
nlvr2
multi_image
222
3
The first image is the image on the left, the second image is the image on the right. Given the left and right images, does the statement "One of the images includes a single penguin facing to the left." hold true? Answer yes or no.
No.
450
338
2
nlvr2
multi_image
232
3
The first image is the image on the left, the second image is the image on the right. Considering the images on both sides, is "The image on the right shows a single marmot standing on its back legs eating food." valid? Answer yes or no.
Yes.
480
640
2
nlvr2
multi_image
237
4
The first image is the image on the left, the second image is the image on the right. For the images displayed, is the sentence "In one of the images, a goose is flapping its wings while on the water" factually correct? Answer yes or no.
Yes.
428
750
2
nlvr2
multi_image
237
4
The first image is the image on the left, the second image is the image on the right. For the images displayed, is the sentence "The left image contains a row of three guinea pigs, and the right image contains two guinea pigs with wavy fur." factually correct? Answer yes or no.
No.
309
474
2
nlvr2
multi_image
278
3
The first image is the image on the left, the second image is the image on the right. Evaluate the accuracy of this statement regarding the images: "The left image shows a white saxophone witht turquoise on its gold buttons and its upturned bell facing right, and the right image shows a straight white instrument with its bell at the bottom.". Is it true? Answer yes or no.
Yes.
640
427
2
nlvr2
multi_image
374
4
The first image is the image on the left, the second image is the image on the right. Considering the images on both sides, is "In one image, a black album with red trim is show both open and closed." valid? Answer yes or no.
Yes.
1,024
2,048
2
nlvr2
multi_image
225
4
The first image is the image on the left, the second image is the image on the right. Assess this claim about the two images: "One image shows a brown desk with three computer screens visible on top of it.". Correct or not? Answer yes or no.
Yes.
833
2,000
2
nlvr2
multi_image
241
4
The first image is the image on the left, the second image is the image on the right. For the images displayed, is the sentence "At least ten lotion-type products are shown in total." factually correct? Answer yes or no.
No.
1,000
879
2
nlvr2
multi_image
220
3
The first image is the image on the left, the second image is the image on the right. Assess this claim about the two images: "1 bird is facing left and 1 bird is facing right.". Correct or not? Answer yes or no.
Yes.
350
350
2
nlvr2
multi_image
212
4
What are the steps to prepare and apply the colorant?
The steps to prepare and apply the colorant include Pierce seal of colorant tube, Dispense a little bit of colorant, Read product information and safety warnings, Conduct a patch test, Pour colorant into open bottle, Start with dry, unwashed hair, Apply cap, Begin by applying product to areas of stubborn grays, Avoid contact with eyes, Distribute product to the root area using customized shampoo, Leave product on for the customized exposure time, and thoroughly mix after the first application.
785
1,310
2
DoclingMatix
multi_image
53
498
What is the total square footage of the showcased home?
The total square footage of the showcased home is 1,176 square feet.
1,650
1,275
4
DoclingMatix
multi_image
55
68
Q1: What are the process steps for Conference Name attendees regarding rental of electrical outlets?
A1: The process steps for attendees of Conference Name regarding rental of electrical outlets include filling out and submitting a form and payment no later than 1 week prior to show opening to receive the pre-paid price. If the form and payment are received after the pre-paid price deadline, the floor price applies. All advance orders will be given priority. Attendees should contact the hotel for assistance if unsure of their requirements. No services will be provided without a signed copy of the form and payment received.
1,650
1,275
2
DoclingMatix
multi_image
100
529
What is the primary focus of the first section?
The primary focus of the first section is replacing the power steering pump on a Buick Regal.
1,650
1,275
4
DoclingMatix
multi_image
47
93
What document provides guidelines for the conduct of mayors and councillors?
The document is the Code of Conduct for Councillors in Queensland.
1,755
1,241
3
DoclingMatix
multi_image
76
66
What are the parties involved in the United States v. Multiple Listing Service case?
The parties involved in the United States v. Multiple Listing Service case are the United States of America as the plaintiff, and Realtors of Portland, Washington County Board of Realtors, and Clackamas County Board of Realtors as the defendants.
1,650
1,275
4
DoclingMatix
multi_image
84
246
What events are scheduled for April under the San Juan Golf & Tennis Club Event Schedule?
The events scheduled for April include a Golf Team Match Play on Friday from 9:00 to 2:00, Men’s Club Opening Day on Saturday at 8:00, Lloyd’s Group Opening Day on Monday at 9:00, Men’s Club Championship Sign Up on Saturday, and a Spring Scramble on Sunday at 1:00 Shotgun.
1,650
1,275
2
DoclingMatix
multi_image
89
273
What is the temperature range in which the component can operate according to the datasheet?
The component can operate within a temperature range of -55°C to +125°C.
1,754
1,241
3
DoclingMatix
multi_image
92
72
Who was absent from the meeting?
Commissioner Bill Nanry was absent from the meeting.
1,650
1,275
4
DoclingMatix
multi_image
32
52
What is the main topic of the document?
The main topic of the document is the analysis of different design alternatives to reduce the risk of Low Power and Shutdown Operation (LPSD) in Advanced Pressurized Water Reactors (PWRs).
1,755
1,241
2
DoclingMatix
multi_image
39
188
What is the main product described in the PDF?
The main product described in the PDF is the JT KS Gate Control Unit.
1,500
1,125
3
DoclingMatix
multi_image
46
69
Looking at this presentation slide from 'tushyaoctpowerpoint-140904133330-phpapp01_95', How many years passed between the introduction of OCT and OCT2?
Based on the information in the slide(s), the answer is: 5
768
1,024
5
slidevqa
multi_image
151
58
Looking at this presentation slide from 'visionmobileiotmegatrendsiotaccelerateberlinv003-150505144739-conversion-gate02_95', What month in 2015 is the presentation?
Based on the information in the slide(s), the answer is: March
768
1,024
7
slidevqa
multi_image
165
62
Looking at this presentation slide from 'physicalinventorywarehouselayoutplanning-141103110533-conversion-gate02_95', Which step is directly connected to Finished goods: Work in process or Raw Materials?
Work in process
576
1,024
4
slidevqa
multi_image
203
15
Looking at this presentation slide from 'quanta-his-ppt-140528045523-phpapp01_95', How many systems are listed in External Systems?
Based on the information in the slide(s), the answer is: 4
768
1,024
3
slidevqa
multi_image
131
58
Looking at this presentation slide from 'montelutzpacgrassrootsobamasocialpulpitpublic-1234020130488768-3_95', According to Edelman Trust Barometer, what is the difference (%) between credibility in bloggers and that in academic in North America?
Based on the information in the slide(s), the answer is: 43
768
1,024
3
slidevqa
multi_image
246
59
Looking at this presentation slide from 'peterboersmauxdeliverablesinpracticeiakonferenz2009slideshare-090520164735-phpapp02_95', How many -able UX elements are there?
Based on the information in the slide(s), the answer is: 7
768
1,024
4
slidevqa
multi_image
167
58
Looking at this presentation slide from 'freevs-151106000456-lva1-app6892_95', On the slide that has the text Hi! It's nice to meet you. at it's top and center, what color is Katy Homanick's hair?
Based on the information in the slide(s), the answer is: blonde
559
1,024
7
slidevqa
multi_image
196
63
Looking at this presentation slide from 'publicopinionlandscape-election20161-160114190531_95', What is the difference in Congress Current Job Approval percentage between respondents who Approve compared to Disapprove?
Based on the information in the slide(s), the answer is: 60
792
1,024
9
slidevqa
multi_image
218
59
Looking at this presentation slide from 'treesinthedatabase-slideshare-090617144655-phpapp01_95', What programming language do ibuildings claim to be professionals at?
Based on the information in the slide(s), the answer is: PHP
768
1,024
5
slidevqa
multi_image
167
60
Looking at this presentation slide from 'project-20bbx-130812132028-phpapp02_95', In 2012, which Smartphone Platform has that highest percentage of Subscriber Share?
Based on the information in the slide(s), the answer is: Android
792
1,024
10
slidevqa
multi_image
165
64
Who wrote this book? Offer a very short reply.
Jacqueline Rose.
500
323
1
ocrvqa
ocr
46
16
What is the title of this book? Offer a terse response.
Guidelines for the Assessment of General Damages in Personal Injury Cases (JSB Guidelines for the Assessment of General Damages in Personal Injury Cases).
500
343
1
ocrvqa
ocr
55
154
Who is the author of this book? Provide a short and direct response.
Roby Sawyers.
500
390
1
ocrvqa
ocr
68
13
Who wrote this book? Your answer should be very brief.
Prima Games.
500
308
1
ocrvqa
ocr
54
12
Who wrote this book? Make the answer very short.
Jeanne Mayo.
500
334
1
ocrvqa
ocr
48
12
Who wrote this book? Your response must be concise.
Ann Haggar.
500
378
1
ocrvqa
ocr
51
11
What does the first red sign say? Be succinct.
STOP.
256
256
1
st_vqa
ocr
46
5
What letters are on the side of the jet? Be succinct.
USN.
256
256
1
st_vqa
ocr
53
4
Who owns this aircraft? Keep it brief.
US Air Force.
333
500
1
st_vqa
ocr
38
13
What is the brand of Soda? Keep it brief.
DR PEPPER.
256
256
1
st_vqa
ocr
41
10
What is written on the sign? Write a very short answer.
Galilee Ln.
375
500
1
st_vqa
ocr
55
11
What does it say in white lettering under the logo on the right of the black background? Concise answer only.
Statoil.
256
256
1
st_vqa
ocr
109
8
Identify the text contained in this image.
ANTHONY Buck Images
427
640
1
cocotext
ocr
42
19
Please transcribe the text information in this image.
UPPER WEST WEST SIDE LEECKER Profoot 710 91 CEF EKEA OFF LIV
480
640
1
cocotext
ocr
53
60
Read and extract the text from this image.
8:33 9832 MTA ULU HWRU 99 Photography N Emmanuel 2013 ST BCH 011
427
640
1
cocotext
ocr
42
64
Please identify all text content in this image.
Chocolate Souffle Cake Peppermint Bark ChefGregLeon chefgregleon@gmail.com Leon Greg Chef
480
640
1
cocotext
ocr
47
89
Identify the text displayed in this image.
Silk SMOOTH DELICIOUS CE A BUTTER PEANUT Dreams Chocolate Dark
640
480
1
cocotext
ocr
42
62
Identify and type out any text in this image.
and next to prevent its settlement.
1,024
1,024
1
rendered_text
ocr
45
35
Capture text content from the picture.
we evaluate the fraction of galaxies with measured velocities as a function of optical magnitude and radial separation from the radio galaxies.
1,024
1,024
1
rendered_text
ocr
38
143
Transcribe visible text from this photograph.
She accurately lists her previous employment and skills.
1,024
1,024
1
rendered_text
ocr
45
56
Type out the text from this image.
The industrialization process continued until 1917. Later in the years of Soviet industrialization. Russia was in the role of catching up, trying to catch up with the advanced countries of the West in terms of industrial development.
1,024
1,024
1
rendered_text
ocr
34
233
List all text content of this photo.
Just getting ready for my day.
1,024
1,024
1
rendered_text
ocr
36
30
What is written in the image? Answer this question using the text in the image directly.
268
564
1,300
1
iiit5k
ocr
88
3
What is written in the image? Answer this question using the text in the image directly.
COMING
281
1,109
1
iiit5k
ocr
88
6
What is written in the image? Answer this question using the text in the image directly.
TFT
340
596
1
iiit5k
ocr
88
3
What is written in the image? Answer this question using the text in the image directly.
HOME
284
728
1
iiit5k
ocr
88
4
What is written in the image? Answer this question using the text in the image directly.
Observe
528
2,048
1
iiit5k
ocr
88
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Can you read the text shown in the image?
Newton’s step is computed by solving the above linear system (2.13) for $\Delta x$. One of the disadvantages of obtaining Newton’s step by solving the linear system (2.13) lies in the fact that the dimension of the linear system (2.13) is large for large-scale problems. In the following section, we present a reduced method that computes Newton’s step by solving a smaller dimension linear system. ### 3. A Reduced Method Consider an $n \times (n - m)$ matrix $Z(x)$ with columns that form an orthonormal basis for the null space of $(S^2(x)\nabla G(x)W(x)G(x))^T$, i.e. $$Z(x)^T S^2(x)\nabla G(x)W(x)G(x) = 0,$$ (3.1) where the matrix $Z(x)$ depends on $\rho$. Here $\rho$ is omitted to simplify the notation. In this paper, the matrix $Z(x)$ can be obtained from the QR factorization of $S^2(x)\nabla G(x)W(x)G(x)$ as follows: $$S^2(x)\nabla G(x)W(x)G(x) = \begin{bmatrix} Y(x) & Z(x) \end{bmatrix} \begin{bmatrix} R(x) \\ 0 \end{bmatrix}.$$ (3.2) The orthonormal columns of $Y(x) \in \mathbb{R}^{n \times m}$ form a basis for the column space of $S^2(x)\nabla G(x)W(x)G(x)$ and $R(x)$ is an $(m \times m)$ upper triangular matrix. It is easy to see that, $Y(x)^T Y(x) = I_m$, $Z(x)^T Z(x) = I_{n-m}$, and $Y(x)^T Y(x) + Z(x)^T Z(x) = I_n$. The matrix $R(x)$ is nonsingular, if $x$ lies in a sufficiently small neighborhood of $x^*$, and the matrix $S^2(x)\nabla G(x)W(x)G(x)$ has full column rank at $x^*$. Using a continuous differentiable null space matrix $Z(x)$ which is constructed in Goodman [15], the first order necessary condition for a feasible point $x^*$ with respect to the box constraint (2.11), to be solution for Problem (2.1) can be written in the form $$Z(x)^T S^2(x)\nabla f(x) = 0.$$ (3.3) Applying Newton’s method on the system (3.3), then we have $$[Z(x)^T S^2(x)\nabla f(x)]' + [Z(x)^T S^2(x)\nabla f(x)] \Delta x = -Z(x)^T S^2(x)\nabla f(x).$$ (3.4) To compute $Z(x)'$, we differentiate the equation (3.1). This gives that $$Z(x)^T S^2(x)\nabla G(x)W(x)G(x)' + [Z(x)^T S^2(x)\nabla G(x)W(x)G(x)] = 0.$$ (3.5) From (3.2) and (3.5), we have $$[Z(x)']^T Y(x) = -Z(x)^T [S^2(x)\nabla G(x)W(x)G(x)] R(x)^{-1}.$$ Since $Y(x)^T Y(x) = I_m$, then we have $$[Z(x)']^T = -Z(x)^T [S^2(x)\nabla G(x)W(x)G(x)] R(x)^{-1} Y(x)^T.$$ Multiplying both side of the above system from the right in $S^2(x)\nabla f(x)$ and take $$\rho = -R(x)^{-1} Y(x)^T S^2(x)\nabla f(x),$$ (3.6) then, we have $$[Z(x)']^T S^2(x)\nabla f(x) = \rho Z(x)^T [S^2(x)\nabla G(x)W(x)G(x)]'$$ $$= \rho Z(x)^T [S^2(x)\nabla G(x)W(x)\nabla G(x)^T + \text{diag}(G(x)W(x)G(x))\text{diag}(\eta(x))].$$ (3.7)
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affiliations are transparent. 2. In accordance with requirement 2.3 on license registers, the government should publish the date of application for licenses and contracts, as well as the date of award and duration of the licenses and contracts, ideally on the online license register. 3. In accordance with requirement 2.6 on state-participation, the government should engage SOEs in the EITI process and ensure that future EITI Reports comprehensively: - lists all SOEs and all subsidiaries engaged in exploration, production or transportation of oil, gas and minerals. For each of these SOEs and subsidiaries, any ownership held in oil, gas and mining assets should be disclosed, as well as any changes in ownership during the financial year and the terms and valuations related to such changes in ownership. The terms attached to the equity stake of the SOE and/or subsidiary in each of their projects should also be transparent. - Describes the rules and practices regarding the financial relationship between each SOE and/or subsidiary and the government, e.g. the rules and practices governing transfers of funds between the SOE/SOE subsidiary and the state, retained earnings, reinvestments and third-party financing. The description could also include other benefits such as e.g. preferential rights to licenses and contracts, etc. - Details on any loans or loan guarantees provided by the government and SOEs, to any private companies or subsidiaries or affiliates that are engaged in oil, gas and mining activities. 1. In accordance with requirement 3.2 on production data, the government should disclose production values for minerals and metals. 2. In accordance with requirement 4.3 on barter arrangements, the government and the NSC should establish the relevance and applicability of barter arrangements, i.e. whether oil, gas and minerals are fully or partially exchanged for any goods or services. This should include assessment of whether any bilateral swap agreements with Russia could qualify as a barter arrangement. 3. In accordance with requirement 4.4 on transportation, the government and the NSC should strengthen its plans for overcoming barriers to full transparency in revenues from transportation of oil, gas and minerals in the country, including by engaging more directly with transportation companies. 4. In accordance with requirement 4.9 and the Standard Terms of Reference for Independent Administrators, the NSC should make sure that the production of future EITI Reports includes the development of an inception report. The NSC should also ensure that the Independent Administrator carries out a review of prevailing auditing and accounting practices in government agencies and that the approach to data assurance for government agencies is reflected in the inception report. Alternatively, the NSC is encouraged to explore opportunities for fully transitioning to mainstreamed implementation. 5. In accordance with requirement 6.1, the NSC should clarify the various types of mandatory
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for IPD (OR = 0.26; 95% CI 0.14 to 0.45), likely reflecting substantial overlap between the 2 analyses. Finally, there were 5 meta-analyses that included 3 studies evaluating PPSV23 effectiveness against all-cause CAP. Of these 5 meta-analyses, 3 (2 with significant statistical heterogeneity) found no effectiveness. The most recent Cochrane meta-analysis found that PPSV23 significantly reduced all-cause CAP (OR = 0.72; 95% CI 0.56 to 0.93), with pneumonia occurring in 4.32% of the vaccinated group compared with 6.17% of the placebo group. However, heterogeneity of the included studies was very high (85%), indicating that the pooled results are unreliable. Finally, a fifth study found a modest reduction in all-cause pneumonia (relative risk of 0.87; 95% CI 0.76 to 0.98), with those aged 65 years and older and those aged younger than 65 years who were at high risk showing particular benefit (relative risk of 0.72; 95% CI 0.69 to 0.94). Taken together, the results of these meta-analyses indicate that although PPSV23 is effective for IPD, there is inconclusive evidence of its effectiveness against pneumococcal or all-cause CAP. **Effectiveness of PCV13.** Pneumococcal conjugate vaccines have demonstrated effectiveness since their introduction in 2001. Specifically in Canada, hospitalization for all-cause and pneumococcal pneumonia has significantly declined in adults aged 65 years of age and older (P < .001), likely at least partially because of herd effects from the pediatric pneumococcal immunization program (which achieved 79.2% national coverage with 3 doses in 2013). More recently, the Community-Acquired Pneumonia Immunization Trial in Adults (CAPiTA), which randomized 84,496 vaccine-naïve subjects aged 65 years and older in the Netherlands to receive PCV13 or placebo, demonstrated PCV13 efficacy in preventing first episodes of pneumococcal CAP as well as vaccine-type pneumococcal CAP. In the modified intent-to-treat analysis, vaccine efficacy for PCV13 against first episodes of pneumococcal CAP was 22.4% (95% CI 2.3% to 38.5%), with incidence rates of 0.32% for PCV13 and 0.41% for placebo over a mean follow-up duration of approximately 4 years. Efficacy against first episodes of all-cause CAP (5.1%; 95% CI -5.1% to 14.2%; respective incidence rates of 1.77% and 1.86%) was not significant. The overall adverse event profile was consistent with findings of previous adult studies. Serious adverse events (the primary safety end point) occurred with similar frequencies across groups within both 1 month (all participants) and 6 months (safety subgroup) of vaccination; the frequencies of newly diagnosed chronic medical conditions (safety subgroup) and deaths (all participants) were also comparable across groups. The higher frequency of adverse events within 1 month of vaccination in the PCV13 group compared with the placebo group (18.7% vs 14.3% [safety subgroup]) was attributable to injection-site reactions and muscular pain. The protective efficacy of PCV13 extended throughout the 4-year study. A recent report estimated that, based on data from this study, the number needed to vaccinate to prevent 1 case of all-cause CAP in those aged 65 years and older over 5 years was 234; it is important to note that this estimate used vaccine efficacy estimates for vaccine-type CAP in the per-protocol population (45.0%; 95.2% CI 14.2% to 65.3%) and the proportion of CAP caused by PCV13 serotypes as input parameters. Additionally, results from a post hoc analysis of CAPiTA data found that using additional screening to detect missed end points greatly reduced the calculated number need to vaccinate against vaccine-type CAP (from 1007 to 634); this overestimation likely relates to all study outcomes. Based on results from the CAPiTA trial, in July 2015, Health Canada approved PCV13 for active immunization of adults aged 18 years and older for preventing pneumonia and IPD caused by the PCV13 serotypes. **Serotype replacement.** Widespread implementation of PCVs in pediatric vaccination programs, including in Canada, has led to increases in the prevalence of nonvaccine serotypes. In Canada, the proportion of IPD caused by PCV13 serotypes declined from 55% in 2010 (the year PCV13 was introduced) to 43% in 2012, but the proportion of nonvaccine types concomitantly increased from 20% to 25%. This phenomenon, termed serotype replacement, underscores the importance of monitoring changes in all-cause CAP and all-serotype IPD in both observational and interventional studies, as it is possible for vaccine-type CAP or IPD to decrease while morbidity and mortality remain unchanged owing to increasing prevalence of other serotypes or pathogens. For PCV13 in particular, it is important to note that serotype distributions following PCV13 introduction have been associated with statistically significant decreases in both invasiveness and antimicrobial resistance. **Pneumococcal vaccination recommendations for select groups.** Pneumococcal vaccination guidelines in Canada have evolved over time. In 2013, NACI recommended PCV13 followed by PPSV23 8 or more weeks later for immunocompromised individuals. In 2016, NACI recommended PCV13 followed by PPSV23 for preventing CAP and IPD caused by PCV13 serotypes “on an individual basis” in immunocompetent pneumococcal vaccine-naïve individuals aged 65 or older (NACI recommendation grade A). Pneumococcal vaccination guidelines for individuals aged 65 years and older are illustrated in Figure 1. Immunocompetent individuals younger than 65 years of age with underlying medical conditions are generally recommended to receive PPSV23 alone. All individuals who received PPSV23 before age 65 should be revaccinated at age 65 years or older; revaccination is also recommended for those of all ages at highest risk. Table 3 summarizes current NACI recommendations for pneumococcal vaccination by age and risk group.
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loading. Since the flood event, Council has undertaken design reviews of the terminal designs for new terminals which were planned prior to the flood event (see paragraph 23). For the West End and Teneriffe terminal designs, those reviews considered the adequacy of the existing design standards for debris loading for a 15 tonne floating pontoon impact and 2 tonne log impact on the pontoon and/or gangway. It is likely Council will adopt a similar approach to debris loading for the reconstructed terminals and moorings. 45. The precise design standards for the new terminals will be determined in consultation with the successful tenderer. It is for that reason that the tender document does not specify such levels in any detail. Council has not yet finally fixed the particular design standards. I would not expect, however, that Council would be dictating the safety factor to be included in any design. That would be a matter for the judgment of the design engineer. 46. Finally, new terminals have been or are being constructed which were the result of planned work prior to the flood event. These works do not fall within the scope of the Requests. I can provide further details in respect of these if the Commission seeks that assistance. I make this statement conscientiously believing the same to be true, and by virtue of the provisions of the Oaths Act 1987 (Qld). Ashley Simon Horneman Witness
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Independent Auditors' Report on Supplementary Information Board of Directors Marian Middle School We have audited the financial statements of Marian Middle School as of and for the years ended June 30, 2013 and 2012, and have issued our report thereon dated November 7, 2013, which contained an unmodified opinion on those financial statements. Our audit was performed for the purpose of forming an opinion on the financial statements as a whole. The schedule of functional expenses is presented for the purposes of additional analysis and is not a required part of the financial statements. Such information is the responsibility of management and was derived from and relates directly to the underlying accounting and other records used to prepare the financial statements. The information has been subjected to the auditing procedures applied in the audit of the financial statements and certain additional procedures, including comparing and reconciling such information directly to the underlying accounting and other records used to prepare the financial statements or to the financial statements themselves, and other additional procedures in accordance with auditing standards generally accepted in the United States of America. In our opinion, the information is fairly stated in all material respects in relation to the financial statements as a whole. Kerber, Eck & Braeckel LLP St. Louis, Missouri November 7, 2013
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Which analysis is mentioned in this document? Provide a short and direct response.
WATER ANALYSIS.
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What is the date mentioned in the top of the document? Make the answer very short.
Saturday, March 25, 2000.
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What is the title of the document? Your answer should be compact.
The pennsylvania state university.
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What was the function mentioned in this resevation form? Ensure brevity in your answer.
FAMILY DAY.
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FineVision-vlmbench-mini

128 randomly selected rows from HuggingFaceM4/FineVision, designed for benchmarking VLM inference latency and throughput with the vlmbench CLI.

Purpose

This dataset is not intended for evaluating VLM accuracy or quality. It exists to provide a small, realistic, and diverse workload for measuring inference performance — tokens/sec, time-to-first-token, throughput under batching, VRAM usage, etc. The 128 rows span four input modalities so that benchmarks exercise the full range of image sizes, token counts, and multi-image handling that production VLM deployments encounter.

Use it with vlmbench:

pip install vlmbench
vlmbench run --model <model> --dataset vlm-run/FineVision-vlmbench-mini

Categories

Category Rows Description Sources
natural 32 Single natural-image VQA and captioning LLaVA_Instruct_150K, a_okvqa, cocoqa, localized_narratives, lvis_instruct4v, sharegpt4v(coco)
multi_image 32 Multi-image reasoning (2-14 images per row) nlvr2, DoclingMatix, slidevqa
ocr 32 Dense text recognition and scene-text VQA ocrvqa, st_vqa, cocotext, rendered_text, iiit5k, olmOCR-mix-0225-documents
document 32 Structured documents, forms, charts, invoices docvqa, dvqa, funsd, infographic_vqa, invoices_receipts, chartqa, CoSyn_400k_document

Schema

Column Type Description
images list[Image] One or more PIL images
prompt string The user question / instruction
response string The reference answer
image_height int32 Height of the first image (px)
image_width int32 Width of the first image (px)
num_images int32 Number of images in this row
source string FineVision config name
category string natural, multi_image, ocr, or document
prompt_length int32 Character count of prompt
response_length int32 Character count of response

Statistics

Image Dimensions by Category
Category       Avg W   Avg H   Min WxH      Max WxH
natural          669     514   424x332    1024x1024
multi_image     1059     989   338x309    2048x1755
ocr              760     704   256x256    2048x1650
document         919    1152   295x448    1654x2048

Multi-image: min=2, max=10, mean=3.5 images per row

Curation

Rows were selected via reservoir sampling over bounded streaming windows from 22 FineVision configs. Images are filtered for minimum resolution (256px single-image, 128px multi-image) and normalized to RGB.

Curation script: scripts/datasets/curate_finevision.py

Usage

from datasets import load_dataset

ds = load_dataset("vlm-run/FineVision-vlmbench-mini", split="train")

# Filter by category
ocr = ds.filter(lambda x: x["category"] == "ocr")

License

Subset of FineVision — inherits its licensing terms. See the original dataset card for individual source licenses.

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