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Below is a numbered list of words. In these words, some appear more often than others. Memorize the ones that appear most often. 1. kiosk 2. flowery 3. kiosk 4. learned 5. season 6. barrier 7. gaffer 8. refuge 9. uniformity 10. uniformity 11. pull 12. crepe 13. issue 14. uniformity 15. slip 16. flowery 17. buggy 18. ki...
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
[ "mocha", "total", "array", "clone", "jockey", "editing", "midden", "bathroom", "canteen", "debate" ]
cwe
120
Below is a numbered list of words. In these words, some appear more often than others. Memorize the ones that appear most often. 1. ikebana 2. inauguration 3. ikebana 4. dive 5. reduction 6. stucco 7. carpet 8. testament 9. propaganda 10. propaganda 11. skating 12. burglar 13. vitality 14. propaganda 15. indication 16....
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
[ "swamp", "casino", "dolor", "uphold", "disengagement", "someplace", "bran", "burden", "obsession", "hierarchy" ]
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["socialist","habitat","survivor","envy","avalanche","brass","lavish","supernatural","society","offi(...TRUNCATED)
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["level","acquisition","body","swear","solidity","situation","volleyball","medicine","disillusioned"(...TRUNCATED)
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["ATM","liquid","debris","shareholder","declination","snorer","coconut","compress","trove","equation(...TRUNCATED)
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["inspection","subscription","seed","virtue","earthy","message","emanate","dame","hysterical","platf(...TRUNCATED)
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
[ "paint", "zoom", "pavement", "hotel", "resource", "specify", "cruelty", "hops", "intentionality", "flashy" ]
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["panties","parenthesis","chemistry","whimsical","forte","macadamia","antling","schema","hemisphere"(...TRUNCATED)
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["adventurous","odyssey","placebo","devastation","weight","finger","infinite","yawl","beginning","em(...TRUNCATED)
cwe
120
"Below is a numbered list of words. In these words, some appear more often than others. Memorize the(...TRUNCATED)
Question: What are the 10 most common words in the above list?
Answer: The top 10 words that appear most often in the list are:
["gentleman","algebra","intention","great-grandmother","election","slow","abbey","access","gaze","ob(...TRUNCATED)
cwe
120
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RULER at 32K, 64K and 128K tokens

Long-context extension of simonjegou/ruler (4K-16K), in the same format, for evaluating KV-cache compression with kvpress.

  • Generator: NVIDIA/RULER at commit c3f5e3b4f87f97e048793bb510a3a6b19a46bf3a, 13 synthetic tasks, 100 examples per task per length, default seed, base template.
  • Tokenizer: meta-llama/Meta-Llama-3.1-8B (lengths are exact for Llama 3.1; other tokenizers give different lengths).
  • Columns: context, question, answer_prefix, answer (list of references), task, max_new_tokens. The context is separate from the question so a press can compress the context alone.
  • Scoring: RULER string match: string_match_part for qa_*, string_match_all otherwise.
  • Sources: Paul Graham essays (haystack), SQuAD v2 and HotpotQA (QA tasks); see their licences.

Generation and evaluation code: https://github.com/zcjhao/KVCompress-survey (data/generate_ruler.sh, data/build_hf_dataset.py).

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