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Reasoning & Knowledge

MorphKV (LongGenBench)

LongGenBench long-response constraint-following outcomes for three KV-cache compression methods (MorphKV / SnapKV / H2O) across three base LLMs; response is per-constraint yes/no.

40items
9subjects
100%observed
MITlicense
generaldomain
textmodality

Response matrix

Fit to width. Hover for subject & item; click a cell for details.

MorphKV (LongGenBench) response matrix: AI models (rows) against items (columns)
Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect

Sample items

Item 110% solve rate

William is a engineer with a passion for chronicling his vibrant life through weekly diary entries. Captures:

  1. Family member birthday: husband (yourself) (birthday on November 30), my wife (birthday on January 25), my child_1 (birthday on February 07), my child_2 (birthday on October 02), my father (birthday on February 18),

  2. Attending a traditional dance festival in India in week 39-40.

  3. Participate in a photography club every 3 weeks on weekends, starting from week 18.

  4. Weekly updates on weather changes, work developments, family life, and other interesting topics.

  5. Use '##' to separate each weekly entry (e.g. ## Week 1 (January 1st - January 7th): The New Year dawned frosty and bright, with temperatures stubbornly clinging to a cool 5°C. The cold didn't deter us from our annual New Year's walk through the nearby park, a tradition that helps us set our intentions for the year ahead. Wrapped in our warmest coats, my wife and I discussed our personal and professional goals for 2018, making plans to nurture both our careers and our family. Back at work this week, the atmosphere in the engineering lab was charged with fresh energy and enthusiasm. The new projects on the horizon promise challenging and innovative solutions that could redefine our approaches. I spent the first few days sketching out the initial phases of a new design that could potentially improve energy efficiency in urban buildings. At home, the post-holiday transition was smooth. We spent the evenings savoring the quiet after the festive buzz, gradually taking down the Christmas decorations. However, we decided to keep some twinkling lights around the living room; their soft glow brings a cozy cheer to the long winter nights. This week also marked the return to school for the kids. They shared stories of their holiday adventures with friends, buzzing with excitement and a bit of holiday hangover. As for the weekend, it brought a gentle snowfall that transformed our neighborhood into a serene winter landscape, perfect for some impromptu snowball fights and hot chocolate by the fireplace. Overall, the week was a blend of reflection, planning, and familial warmth, setting a hopeful tone for the new year) Generate a complete weekly diary for William for the entire year of 2018. Start from January 1st, a Monday, marking the first week, and continue through to December 31st, the end of the 52nd week. Ensure that the diary consists of 52 entries, one for each week. Each diary entry should be at least 200 words. When the design of all 52 weeks is complete, use '*** finished **' to indicate the end of the document. Ensure clarity and continuity without any interruptions or omissions in the narrative throughout the year. *** started *** ## Week 1 (January 1st - January 7th):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV incorrect
  • Llama-3.1-8B-Instruct + MorphKV incorrect
  • Llama-3.1-8B-Instruct + H2O incorrect
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 215% solve rate

As Chef Roy Hee, a world-renowned chef at a globally renowned restaurant, you are tasked with designing an entire year's menu for 2018. Your menu should be varied and innovative, adhering to the following guidelines: 1): 1.1 Celebrate 'Father's Day Feast' on 06-17 with a special dish: Barbecued Ribs. 1.2 Celebrate 'Saint Patrick's Day' on 03-17 with a special dish: Irish Stew. 1.3 Celebrate 'Midsummer Night's Feast' on 02-02 with a special dish: Grilled Salmon. 1.4 Celebrate 'Veganuary Special' on 05-11 with a special dish: Vegan Mushroom Risotto. 1.5 Celebrate 'Australia Day BBQ' on 01-26 with a special dish: Lamb Chops. 2) Feature 'Seafood Season Extravaganza' from Week 32 to Week 35 with dishes like: Fresh Seafood Platter. 3) Include 'Burger Mondays' every 4 weeks starting from Week 21, serving: Gourmet Burgers. 4) Use '##' to separate each weekly menu (e.g. ## Menu Week 1 (January 1st - January 7th): We kick off the New Year with a celebratory feast that embodies luxury and comfort. 1. Appetizers: 1.1) Creamy Shrimp Cocktail: Fresh shrimp served in a homemade cocktail sauce, topped with a dollop of cream. 1.2) Stuffed Mushrooms: Button mushrooms filled with a garlic herb cheese mixture, baked until golden. 2. Main Courses: 2.1) Lobster Thermidor: Lobster meat cooked with egg yolks and brandy, served in its shell. 2.2) Roasted Duck with Orange Sauce: Tender duck roasted to perfection, glazed with a citrusy orange sauce. 3. Side Dishes: 3.1) Garlic Mashed Potatoes: Creamy mashed potatoes enriched with roasted garlic. 3.2) Glazed Carrots: Carrots cooked until tender and finished with a sweet glaze. 4. Desserts: 4.1) Chocolate Mousse: A rich, silky chocolate mousse topped with whipped cream. 4.2) Tiramisu: Classic Italian dessert with layers of coffee-soaked ladyfingers and mascarpone cheese. 5. Drinks: 5.1) Fine Wines: A selection of red and white wines curated to complement the flavors of the meals. 5.2) Champagne: Sparkling champagne to celebrate the new beginnings. This week's menu sets the tone for a year of gourmet experiences, starting with dishes that combine classic techniques with festive flavors.) Generate a comprehensive weekly menu diary for the entire year of 2018, start from January 1st, a Monday, marking the first week, and continue through to December 31st, the end of the 52nd week. Ensure that the diary consists of 52 entries, one for each week.

  • Each weekly menu must include a detailed description of the offerings, featuring at least two options for appetizers, main courses, side dishes, desserts, and drinks. Aim for between 200 and 220 words per menu description to ensure thoroughness and richness of detail.
  • Conclude the diary with '*** finished' to signify the completion of the year's menu planning.
  • Ensure clarity and continuity without any interruptions or omissions in the menu throughout the year. *** started *** #*# Menu Week 1 (January 1st - January 7th):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV correct
  • Llama-3.1-8B-Instruct + MorphKV incorrect
  • Llama-3.1-8B-Instruct + H2O incorrect
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 325% solve rate

As Chef Roy Hee, a world-renowned chef at a globally renowned restaurant, you are tasked with designing an entire year's menu for 2018. Your menu should be varied and innovative, adhering to the following guidelines: 1): 1.1 Celebrate 'Veganuary Special' on 05-14 with a special dish: Vegan Mushroom Risotto. 1.2 Celebrate 'Saint Patrick's Day' on 03-17 with a special dish: Irish Stew. 1.3 Celebrate 'Pancake Day Treat' on 02-13 with a special dish: Blueberry Pancakes. 1.4 Celebrate 'Easter Brunch' on 04-01 with a special dish: Spring Lamb Roast. 1.5 Celebrate 'Spring Equinox Celebration' on 01-19 with a special dish: Wild Garlic Pesto Pasta. 2) Feature 'Mushroom Season Specials' from Week 10 to Week 13 with dishes like: Various Mushroom Dishes. 3) Include 'Sushi Saturdays' every 4 weeks starting from Week 11, serving: Assorted Sushi Platter. 4) Use '##' to separate each weekly menu (e.g. ## Menu Week 1 (January 1st - January 7th): We kick off the New Year with a celebratory feast that embodies luxury and comfort. 1. Appetizers: 1.1) Creamy Shrimp Cocktail: Fresh shrimp served in a homemade cocktail sauce, topped with a dollop of cream. 1.2) Stuffed Mushrooms: Button mushrooms filled with a garlic herb cheese mixture, baked until golden. 2. Main Courses: 2.1) Lobster Thermidor: Lobster meat cooked with egg yolks and brandy, served in its shell. 2.2) Roasted Duck with Orange Sauce: Tender duck roasted to perfection, glazed with a citrusy orange sauce. 3. Side Dishes: 3.1) Garlic Mashed Potatoes: Creamy mashed potatoes enriched with roasted garlic. 3.2) Glazed Carrots: Carrots cooked until tender and finished with a sweet glaze. 4. Desserts: 4.1) Chocolate Mousse: A rich, silky chocolate mousse topped with whipped cream. 4.2) Tiramisu: Classic Italian dessert with layers of coffee-soaked ladyfingers and mascarpone cheese. 5. Drinks: 5.1) Fine Wines: A selection of red and white wines curated to complement the flavors of the meals. 5.2) Champagne: Sparkling champagne to celebrate the new beginnings. This week's menu sets the tone for a year of gourmet experiences, starting with dishes that combine classic techniques with festive flavors.) Generate a comprehensive weekly menu diary for the entire year of 2018, start from January 1st, a Monday, marking the first week, and continue through to December 31st, the end of the 52nd week. Ensure that the diary consists of 52 entries, one for each week.

  • Each weekly menu must include a detailed description of the offerings, featuring at least two options for appetizers, main courses, side dishes, desserts, and drinks. Aim for between 200 and 220 words per menu description to ensure thoroughness and richness of detail.
  • Conclude the diary with '*** finished' to signify the completion of the year's menu planning.
  • Ensure clarity and continuity without any interruptions or omissions in the menu throughout the year. *** started *** #*# Menu Week 1 (January 1st - January 7th):

Subject outcomes

  • Mistral-7B-Instruct-v0.2 + MorphKV correct
  • Qwen2.5-7B-Instruct + SnapKV correct
  • Mistral-7B-Instruct-v0.2 + SnapKV correct
  • Llama-3.1-8B-Instruct + H2O incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 428% solve rate

Noah is a chef with a passion for chronicling his vibrant life through weekly diary entries. Captures:

  1. Family member birthday: husband (yourself) (birthday on July 22), my wife (birthday on September 03), my child_1 (birthday on March 21), my father (birthday on February 16), my mother (birthday on February 04),

  2. Week-long road trip across the Pacific Coast Highway in week 27-28.

  3. Join a historical walking tour of the city every 5 weeks on weekends, starting from week 14.

  4. Weekly updates on weather changes, work developments, family life, and other interesting topics.

  5. Use '##' to separate each weekly entry (e.g. ## Week 1 (January 1st - January 7th): The New Year dawned frosty and bright, with temperatures stubbornly clinging to a cool 5°C. The cold didn't deter us from our annual New Year's walk through the nearby park, a tradition that helps us set our intentions for the year ahead. Wrapped in our warmest coats, my wife and I discussed our personal and professional goals for 2018, making plans to nurture both our careers and our family. Back at work this week, the atmosphere in the engineering lab was charged with fresh energy and enthusiasm. The new projects on the horizon promise challenging and innovative solutions that could redefine our approaches. I spent the first few days sketching out the initial phases of a new design that could potentially improve energy efficiency in urban buildings. At home, the post-holiday transition was smooth. We spent the evenings savoring the quiet after the festive buzz, gradually taking down the Christmas decorations. However, we decided to keep some twinkling lights around the living room; their soft glow brings a cozy cheer to the long winter nights. This week also marked the return to school for the kids. They shared stories of their holiday adventures with friends, buzzing with excitement and a bit of holiday hangover. As for the weekend, it brought a gentle snowfall that transformed our neighborhood into a serene winter landscape, perfect for some impromptu snowball fights and hot chocolate by the fireplace. Overall, the week was a blend of reflection, planning, and familial warmth, setting a hopeful tone for the new year) Generate a complete weekly diary for Noah for the entire year of 2018. Start from January 1st, a Monday, marking the first week, and continue through to December 31st, the end of the 52nd week. Ensure that the diary consists of 52 entries, one for each week. Each diary entry should be at least 200 words. When the design of all 52 weeks is complete, use '*** finished **' to indicate the end of the document. Ensure clarity and continuity without any interruptions or omissions in the narrative throughout the year. *** started *** ## Week 1 (January 1st - January 7th):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV correct
  • Llama-3.1-8B-Instruct + MorphKV correct
  • Llama-3.1-8B-Instruct + H2O correct
  • Mistral-7B-Instruct-v0.2 + H2O incorrect
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
Item 531% solve rate

Design a vibrant and diverse city using a 10x10 block grid, numbered from 1 to 100. Arrange the blocks sequentially from left to right and top to bottom. Ensure that each block is uniquely planned to reflect a wide array of city facilities, highlighting the rich urban environment and cultural diversity.1) Specific block requirements:

  • Designate Block at (2, 9) for commercial zone use.
  • Designate Block at (4, 7) for industrial sector use.
  • Designate Block at (4, 8) for school use.
  • Designate Block at (1, 6) for shopping mall use.
  • Designate Block at (2, 4) for university use.
  1. Range block requirements: Allocate a educational complex along the row from (6, 5) to (6, 6).
  2. Periodic block requirements: Include a convenience store starting from Block at (0, 5) with an interval of every 4 blocks along the column.
  3. Document each block independently with detailed descriptions of the intended facilities, architectural features, and unique design elements.
  4. Use '##' to separate the documentation for each block like (e.g. ## Block 1 (0, 0): This block is the entry point to the cultural quarter and is dedicated to a contemporary art gallery. The details are as follows: Architecture: The building is designed with expansive glass facades and a minimalist aesthetic, making it a landmark in the cityscape. Its structure allows for maximum natural light, which highlights the artworks inside and creates an inviting atmosphere for visitors. Purpose: The gallery showcases a wide range of artworks from both local and international artists. It serves as a platform for cultural exchange and artistic expression, featuring everything from traditional paintings to modern digital installations. City Value: As a pivotal part of the cultural quarter, this gallery enhances the city's reputation as a center for arts and culture. It attracts tourists and art lovers, providing a significant boost to the local economy. The gallery also offers educational programs and workshops, fostering community engagement and supporting local artists.) Ensure that the document consists of 100 entries, each containing at least 150 words. Ensure that the document contains detailed descriptions for each block, with a minimum of 150 words per description. Ensure clarity and continuity in the narrative throughout the document without any interruptions or omissions. When all block assignments are complete, use '*** finished' to indicate the end of the document. *** started *** #*# Block 1 (0, 0):

Subject outcomes

  • Llama-3.1-8B-Instruct + H2O correct
  • Qwen2.5-7B-Instruct + MorphKV correct
  • Mistral-7B-Instruct-v0.2 + SnapKV correct
  • Llama-3.1-8B-Instruct + MorphKV incorrect
  • Mistral-7B-Instruct-v0.2 + H2O incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 631% solve rate

Design a vibrant and diverse city using a 10x10 block grid, numbered from 1 to 100. Arrange the blocks sequentially from left to right and top to bottom. Ensure that each block is uniquely planned to reflect a wide array of city facilities, highlighting the rich urban environment and cultural diversity.1) Specific block requirements:

  • Designate Block at (4, 9) for university use.
  • Designate Block at (9, 7) for library use.
  • Designate Block at (5, 3) for sports complex use.
  • Designate Block at (0, 5) for museum use.
  • Designate Block at (3, 3) for library use.
  1. Range block requirements: Allocate a shopping district along the column from (1, 9) to (4, 9).
  2. Periodic block requirements: Include a bus station starting from Block at (0, 5) with an interval of every 2 blocks along the column.
  3. Document each block independently with detailed descriptions of the intended facilities, architectural features, and unique design elements.
  4. Use '##' to separate the documentation for each block like (e.g. ## Block 1 (0, 0): This block is the entry point to the cultural quarter and is dedicated to a contemporary art gallery. The details are as follows: Architecture: The building is designed with expansive glass facades and a minimalist aesthetic, making it a landmark in the cityscape. Its structure allows for maximum natural light, which highlights the artworks inside and creates an inviting atmosphere for visitors. Purpose: The gallery showcases a wide range of artworks from both local and international artists. It serves as a platform for cultural exchange and artistic expression, featuring everything from traditional paintings to modern digital installations. City Value: As a pivotal part of the cultural quarter, this gallery enhances the city's reputation as a center for arts and culture. It attracts tourists and art lovers, providing a significant boost to the local economy. The gallery also offers educational programs and workshops, fostering community engagement and supporting local artists.) Ensure that the document consists of 100 entries, each containing at least 150 words. Ensure that the document contains detailed descriptions for each block, with a minimum of 150 words per description. Ensure clarity and continuity in the narrative throughout the document without any interruptions or omissions. When all block assignments are complete, use '*** finished' to indicate the end of the document. *** started *** #*# Block 1 (0, 0):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV correct
  • Mistral-7B-Instruct-v0.2 + SnapKV correct
  • Qwen2.5-7B-Instruct + H2O correct
  • Mistral-7B-Instruct-v0.2 + H2O incorrect
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
Item 737% solve rate

As Chef Roy Hee, a world-renowned chef at a globally renowned restaurant, you are tasked with designing an entire year's menu for 2018. Your menu should be varied and innovative, adhering to the following guidelines: 1): 1.1 Celebrate 'Christmas Gala Dinner' on 12-25 with a special dish: Roasted Goose. 1.2 Celebrate 'Summer Solstice Celebration' on 12-27 with a special dish: Midsummer Night's Fish Fry. 1.3 Celebrate 'Winter Solstice Feast' on 01-23 with a special dish: Venison Stew. 1.4 Celebrate 'Father's Day Feast' on 06-17 with a special dish: Barbecued Ribs. 1.5 Celebrate 'Thanksgiving Dinner' on 11-22 with a special dish: Roast Turkey with Stuffing. 2) Feature 'Seafood Season Extravaganza' from Week 9 to Week 10 with dishes like: Fresh Seafood Platter. 3) Include 'Dessert Sundays' every 3 weeks starting from Week 7, serving: Chocolate Lava Cake. 4) Use '##' to separate each weekly menu (e.g. ## Menu Week 1 (January 1st - January 7th): We kick off the New Year with a celebratory feast that embodies luxury and comfort. 1. Appetizers: 1.1) Creamy Shrimp Cocktail: Fresh shrimp served in a homemade cocktail sauce, topped with a dollop of cream. 1.2) Stuffed Mushrooms: Button mushrooms filled with a garlic herb cheese mixture, baked until golden. 2. Main Courses: 2.1) Lobster Thermidor: Lobster meat cooked with egg yolks and brandy, served in its shell. 2.2) Roasted Duck with Orange Sauce: Tender duck roasted to perfection, glazed with a citrusy orange sauce. 3. Side Dishes: 3.1) Garlic Mashed Potatoes: Creamy mashed potatoes enriched with roasted garlic. 3.2) Glazed Carrots: Carrots cooked until tender and finished with a sweet glaze. 4. Desserts: 4.1) Chocolate Mousse: A rich, silky chocolate mousse topped with whipped cream. 4.2) Tiramisu: Classic Italian dessert with layers of coffee-soaked ladyfingers and mascarpone cheese. 5. Drinks: 5.1) Fine Wines: A selection of red and white wines curated to complement the flavors of the meals. 5.2) Champagne: Sparkling champagne to celebrate the new beginnings. This week's menu sets the tone for a year of gourmet experiences, starting with dishes that combine classic techniques with festive flavors.) Generate a comprehensive weekly menu diary for the entire year of 2018, start from January 1st, a Monday, marking the first week, and continue through to December 31st, the end of the 52nd week. Ensure that the diary consists of 52 entries, one for each week.

  • Each weekly menu must include a detailed description of the offerings, featuring at least two options for appetizers, main courses, side dishes, desserts, and drinks. Aim for between 200 and 220 words per menu description to ensure thoroughness and richness of detail.
  • Conclude the diary with '*** finished' to signify the completion of the year's menu planning.
  • Ensure clarity and continuity without any interruptions or omissions in the menu throughout the year. *** started *** #*# Menu Week 1 (January 1st - January 7th):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV incorrect
  • Llama-3.1-8B-Instruct + MorphKV incorrect
  • Llama-3.1-8B-Instruct + H2O incorrect
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 838% solve rate

Design a vibrant and diverse city using a 10x10 block grid, numbered from 1 to 100. Arrange the blocks sequentially from left to right and top to bottom. Ensure that each block is uniquely planned to reflect a wide array of city facilities, highlighting the rich urban environment and cultural diversity.1) Specific block requirements:

  • Designate Block at (5, 9) for park use.
  • Designate Block at (7, 8) for residential area use.
  • Designate Block at (4, 7) for restaurant use.
  • Designate Block at (3, 4) for university use.
  • Designate Block at (1, 7) for fire station use.
  1. Range block requirements: Allocate a business district along the row from (5, 4) to (5, 7).
  2. Periodic block requirements: Include a small park starting from Block at (0, 5) with an interval of every 4 blocks along the column.
  3. Document each block independently with detailed descriptions of the intended facilities, architectural features, and unique design elements.
  4. Use '##' to separate the documentation for each block like (e.g. ## Block 1 (0, 0): This block is the entry point to the cultural quarter and is dedicated to a contemporary art gallery. The details are as follows: Architecture: The building is designed with expansive glass facades and a minimalist aesthetic, making it a landmark in the cityscape. Its structure allows for maximum natural light, which highlights the artworks inside and creates an inviting atmosphere for visitors. Purpose: The gallery showcases a wide range of artworks from both local and international artists. It serves as a platform for cultural exchange and artistic expression, featuring everything from traditional paintings to modern digital installations. City Value: As a pivotal part of the cultural quarter, this gallery enhances the city's reputation as a center for arts and culture. It attracts tourists and art lovers, providing a significant boost to the local economy. The gallery also offers educational programs and workshops, fostering community engagement and supporting local artists.) Ensure that the document consists of 100 entries, each containing at least 150 words. Ensure that the document contains detailed descriptions for each block, with a minimum of 150 words per description. Ensure clarity and continuity in the narrative throughout the document without any interruptions or omissions. When all block assignments are complete, use '*** finished' to indicate the end of the document. *** started *** #*# Block 1 (0, 0):

Subject outcomes

  • Mistral-7B-Instruct-v0.2 + MorphKV correct
  • Mistral-7B-Instruct-v0.2 + H2O correct
  • Mistral-7B-Instruct-v0.2 + SnapKV correct
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 940% solve rate

Design a vibrant and diverse city using a 10x10 block grid, numbered from 1 to 100. Arrange the blocks sequentially from left to right and top to bottom. Ensure that each block is uniquely planned to reflect a wide array of city facilities, highlighting the rich urban environment and cultural diversity.1) Specific block requirements:

  • Designate Block at (3, 0) for library use.
  • Designate Block at (3, 8) for school use.
  • Designate Block at (1, 3) for industrial sector use.
  • Designate Block at (9, 2) for industrial sector use.
  • Designate Block at (5, 0) for residential area use.
  1. Range block requirements: Allocate a shopping district along the column from (2, 8) to (3, 8).
  2. Periodic block requirements: Include a small park starting from Block at (0, 5) with an interval of every 4 blocks along the column.
  3. Document each block independently with detailed descriptions of the intended facilities, architectural features, and unique design elements.
  4. Use '##' to separate the documentation for each block like (e.g. ## Block 1 (0, 0): This block is the entry point to the cultural quarter and is dedicated to a contemporary art gallery. The details are as follows: Architecture: The building is designed with expansive glass facades and a minimalist aesthetic, making it a landmark in the cityscape. Its structure allows for maximum natural light, which highlights the artworks inside and creates an inviting atmosphere for visitors. Purpose: The gallery showcases a wide range of artworks from both local and international artists. It serves as a platform for cultural exchange and artistic expression, featuring everything from traditional paintings to modern digital installations. City Value: As a pivotal part of the cultural quarter, this gallery enhances the city's reputation as a center for arts and culture. It attracts tourists and art lovers, providing a significant boost to the local economy. The gallery also offers educational programs and workshops, fostering community engagement and supporting local artists.) Ensure that the document consists of 100 entries, each containing at least 150 words. Ensure that the document contains detailed descriptions for each block, with a minimum of 150 words per description. Ensure clarity and continuity in the narrative throughout the document without any interruptions or omissions. When all block assignments are complete, use '*** finished' to indicate the end of the document. *** started *** #*# Block 1 (0, 0):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV incorrect
  • Llama-3.1-8B-Instruct + MorphKV incorrect
  • Llama-3.1-8B-Instruct + H2O incorrect
  • Qwen2.5-7B-Instruct + SnapKV incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
  • Qwen2.5-7B-Instruct + H2O incorrect
Item 1045% solve rate

Noah is a photographer with a passion for chronicling his vibrant life through weekly diary entries. Captures:

  1. Family member birthday: husband (yourself) (birthday on March 08), my wife (birthday on July 09), my child_1 (birthday on November 06), my child_2 (birthday on August 31), my child_3 (birthday on November 17),

  2. Joining a fitness and wellness retreat in Bali in week 6-7.

  3. Join a local running club for weekend marathons every 5 weeks on weekends, starting from week 10.

  4. Weekly updates on weather changes, work developments, family life, and other interesting topics.

  5. Use '##' to separate each weekly entry (e.g. ## Week 1 (January 1st - January 7th): The New Year dawned frosty and bright, with temperatures stubbornly clinging to a cool 5°C. The cold didn't deter us from our annual New Year's walk through the nearby park, a tradition that helps us set our intentions for the year ahead. Wrapped in our warmest coats, my wife and I discussed our personal and professional goals for 2018, making plans to nurture both our careers and our family. Back at work this week, the atmosphere in the engineering lab was charged with fresh energy and enthusiasm. The new projects on the horizon promise challenging and innovative solutions that could redefine our approaches. I spent the first few days sketching out the initial phases of a new design that could potentially improve energy efficiency in urban buildings. At home, the post-holiday transition was smooth. We spent the evenings savoring the quiet after the festive buzz, gradually taking down the Christmas decorations. However, we decided to keep some twinkling lights around the living room; their soft glow brings a cozy cheer to the long winter nights. This week also marked the return to school for the kids. They shared stories of their holiday adventures with friends, buzzing with excitement and a bit of holiday hangover. As for the weekend, it brought a gentle snowfall that transformed our neighborhood into a serene winter landscape, perfect for some impromptu snowball fights and hot chocolate by the fireplace. Overall, the week was a blend of reflection, planning, and familial warmth, setting a hopeful tone for the new year) Generate a complete weekly diary for Noah for the entire year of 2018. Start from January 1st, a Monday, marking the first week, and continue through to December 31st, the end of the 52nd week. Ensure that the diary consists of 52 entries, one for each week. Each diary entry should be at least 200 words. When the design of all 52 weeks is complete, use '*** finished **' to indicate the end of the document. Ensure clarity and continuity without any interruptions or omissions in the narrative throughout the year. *** started *** ## Week 1 (January 1st - January 7th):

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV correct
  • Llama-3.1-8B-Instruct + MorphKV correct
  • Llama-3.1-8B-Instruct + H2O correct
  • Qwen2.5-7B-Instruct + SnapKV correct
  • Qwen2.5-7B-Instruct + MorphKV correct
  • Qwen2.5-7B-Instruct + H2O correct
Item 1150% solve rate

Design a vibrant and diverse city using a 10x10 block grid, numbered from 1 to 100. Arrange the blocks sequentially from left to right and top to bottom. Ensure that each block is uniquely planned to reflect a wide array of city facilities, highlighting the rich urban environment and cultural diversity.1) Specific block requirements:

  • Designate Block at (3, 0) for botanical garden use.
  • Designate Block at (7, 5) for library use.
  • Designate Block at (6, 9) for farm use.
  • Designate Block at (1, 6) for industrial sector use.
  • Designate Block at (4, 7) for botanical garden use.
  1. Range block requirements: Allocate a shopping district along the row from (7, 2) to (7, 5).
  2. Periodic block requirements: Include a coffee shop starting from Block at (0, 5) with an interval of every 4 blocks along the column.
  3. Document each block independently with detailed descriptions of the intended facilities, architectural features, and unique design elements.
  4. Use '##' to separate the documentation for each block like (e.g. ## Block 1 (0, 0): This block is the entry point to the cultural quarter and is dedicated to a contemporary art gallery. The details are as follows: Architecture: The building is designed with expansive glass facades and a minimalist aesthetic, making it a landmark in the cityscape. Its structure allows for maximum natural light, which highlights the artworks inside and creates an inviting atmosphere for visitors. Purpose: The gallery showcases a wide range of artworks from both local and international artists. It serves as a platform for cultural exchange and artistic expression, featuring everything from traditional paintings to modern digital installations. City Value: As a pivotal part of the cultural quarter, this gallery enhances the city's reputation as a center for arts and culture. It attracts tourists and art lovers, providing a significant boost to the local economy. The gallery also offers educational programs and workshops, fostering community engagement and supporting local artists.) Ensure that the document consists of 100 entries, each containing at least 150 words. Ensure that the document contains detailed descriptions for each block, with a minimum of 150 words per description. Ensure clarity and continuity in the narrative throughout the document without any interruptions or omissions. When all block assignments are complete, use '*** finished' to indicate the end of the document. *** started *** #*# Block 1 (0, 0):

Subject outcomes

  • Qwen2.5-7B-Instruct + H2O correct
  • Qwen2.5-7B-Instruct + SnapKV correct
  • Llama-3.1-8B-Instruct + SnapKV incorrect
  • Mistral-7B-Instruct-v0.2 + SnapKV incorrect
  • Mistral-7B-Instruct-v0.2 + H2O incorrect
  • Qwen2.5-7B-Instruct + MorphKV incorrect
Item 1264% solve rate

Construct a skyscraper with 100 floors. Please follow the detailed floor assignments below:

  1. Specific floors requirements:
  • Designate Floor 51 for graphic design studio use.
  • Designate Floor 99 for photography studio use.
  • Designate Floor 55 for music school use.
  • Designate Floor 7 for martial arts dojo use.
  • Designate Floor 35 for small cinema use.
  1. Range floors requirements: Allocate Floors 63 to 67 for a extensive fitness and recreational gym.
  2. Periodic floors requirements: Include a restaurant every 20 floors, starting from Floor 40
  3. Document each floor independently with detailed descriptions of the intended facilities, architectural features, and unique design elements.
  4. Use '##' to separate the documentation for each floor (e.g. ## Floor 1: This entry-level floor serves as the primary lobby and reception area of the skyscraper, designed to provide a welcoming and sophisticated entrance. Here are the detailed features: 1) Atrium and Ceiling: The lobby boasts a grand atrium with a towering ceiling that enhances the sense of openness. An elegant, modern chandelier hangs centrally, casting a soft, ambient light that illuminates the space effectively. 2) Reception Area: At the heart of the lobby, the reception desk is crafted from polished marble, presenting a sleek and professional appearance. Staff at the reception are well-equipped to assist visitors and employees. 3) Seating Arrangements: Surrounding the reception are multiple seating areas, featuring contemporary sofas and armchairs that offer comfort and style. These areas are ideal for informal meetings or waiting guests. These elements come together to create an impressive first impression for anyone entering the skyscraper, ensuring functionality meets style right from the entrance.). Ensure that the document consists of 100 entries, each containing at least 150 words. Ensure clarity and continuity without any interruptions or omissions in the narrative throughout the document. When the design of all 100 floors is complete, use '*** finished' to indicate the end of the document. *** started *** #*# Floor 1:

Subject outcomes

  • Llama-3.1-8B-Instruct + SnapKV correct
  • Llama-3.1-8B-Instruct + MorphKV correct
  • Llama-3.1-8B-Instruct + H2O correct
  • Qwen2.5-7B-Instruct + MorphKV correct
  • Mistral-7B-Instruct-v0.2 + MorphKV incorrect
  • Mistral-7B-Instruct-v0.2 + H2O incorrect

Subjects

  1. 1Mistral-7B-Instruct-v0.2 + H2O0.447
  2. 2Mistral-7B-Instruct-v0.2 + SnapKV0.4343
  3. 3Qwen2.5-7B-Instruct + MorphKV0.4302
  4. 4Mistral-7B-Instruct-v0.2 + MorphKV0.4286
  5. 5Llama-3.1-8B-Instruct + SnapKV0.4093
  6. 6Llama-3.1-8B-Instruct + H2O0.3977
  7. 7Llama-3.1-8B-Instruct + MorphKV0.3857
  8. 8Qwen2.5-7B-Instruct + H2O0.3813
  9. 9Qwen2.5-7B-Instruct + SnapKV0.3767