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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
description: string
queries: list<item: struct<id: string, question: string, answers: list<item: string>, source: string>>
  child 0, item: struct<id: string, question: string, answers: list<item: string>, source: string>
      child 0, id: string
      child 1, question: string
      child 2, answers: list<item: string>
          child 0, item: string
      child 3, source: string
to
{'doc': Value('string'), 'start': Value('int64'), 'end': Value('int64'), 'text': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 781, in finalize
                  self.write_rows_on_file()
                  ~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                  ~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              description: string
              queries: list<item: struct<id: string, question: string, answers: list<item: string>, source: string>>
                child 0, item: struct<id: string, question: string, answers: list<item: string>, source: string>
                    child 0, id: string
                    child 1, question: string
                    child 2, answers: list<item: string>
                        child 0, item: string
                    child 3, source: string
              to
              {'doc': Value('string'), 'start': Value('int64'), 'end': Value('int64'), 'text': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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doc
string
start
int64
end
int64
text
string
a_study_in_scarlet.txt
0
727
A STUDY IN SCARLET By A. Conan Doyle CONTENTS A STUDY IN SCARLET. PART I. CHAPTER I. MR. SHERLOCK HOLMES. CHAPTER II. THE SCIENCE OF DEDUCTION. CHAPTER III. THE LAURISTON GARDENS MYSTERY CHAPTER IV. WHAT JOHN RANCE HAD TO TELL. CHAPTER V. OUR ADVERTISEMENT BRINGS A VISITOR. CHAPTER VI. TOBIAS GREGSON SHOWS ...
a_study_in_scarlet.txt
729
1,394
(_Being a reprint from the Reminiscences of_ JOHN H. WATSON, M.D., _Late of the Army Medical Department._) CHAPTER I. MR. SHERLOCK HOLMES. In the year 1878 I took my degree of Doctor of Medicine of the University of London, and proceeded to Netley to go through the course prescribed for surgeons in the army. Having c...
a_study_in_scarlet.txt
1,395
1,930
I followed, however, with many other officers who were in the same situation as myself, and succeeded in reaching Candahar in safety, where I found my regiment, and at once entered upon my new duties. The campaign brought honours and promotion to many, but for me it had nothing but misfortune and disaster. I was remov...
a_study_in_scarlet.txt
1,931
2,535
I should have fallen into the hands of the murderous Ghazis had it not been for the devotion and courage shown by Murray, my orderly, who threw me across a pack-horse, and succeeded in bringing me safely to the British lines. Worn with pain, and weak from the prolonged hardships which I had undergone, I was removed, w...
a_study_in_scarlet.txt
2,536
3,161
For months my life was despaired of, and when at last I came to myself and became convalescent, I was so weak and emaciated that a medical board determined that not a day should be lost in sending me back to England. I was dispatched, accordingly, in the troopship “Orontes,” and landed a month later on Portsmouth jetty...
a_study_in_scarlet.txt
3,162
3,880
Under such circumstances, I naturally gravitated to London, that great cesspool into which all the loungers and idlers of the Empire are irresistibly drained. There I stayed for some time at a private hotel in the Strand, leading a comfortless, meaningless existence, and spending such money as I had, considerably more ...
a_study_in_scarlet.txt
3,882
4,481
On the very day that I had come to this conclusion, I was standing at the Criterion Bar, when some one tapped me on the shoulder, and turning round I recognized young Stamford, who had been a dresser under me at Barts. The sight of a friendly face in the great wilderness of London is a pleasant thing indeed to a lonely...
a_study_in_scarlet.txt
4,483
5,193
“Whatever have you been doing with yourself, Watson?” he asked in undisguised wonder, as we rattled through the crowded London streets. “You are as thin as a lath and as brown as a nut.” I gave him a short sketch of my adventures, and had hardly concluded it by the time that we reached our destination. “Poor devil!” ...
a_study_in_scarlet.txt
5,195
5,862
“A fellow who is working at the chemical laboratory up at the hospital. He was bemoaning himself this morning because he could not get someone to go halves with him in some nice rooms which he had found, and which were too much for his purse.” “By Jove!” I cried, “if he really wants someone to share the rooms and the ...
a_study_in_scarlet.txt
5,863
6,422
He is a little queer in his ideas—an enthusiast in some branches of science. As far as I know he is a decent fellow enough.” “A medical student, I suppose?” said I. “No—I have no idea what he intends to go in for. I believe he is well up in anatomy, and he is a first-class chemist; but, as far as I know, he has never...
a_study_in_scarlet.txt
6,424
6,999
“No; he is not a man that it is easy to draw out, though he can be communicative enough when the fancy seizes him.” “I should like to meet him,” I said. “If I am to lodge with anyone, I should prefer a man of studious and quiet habits. I am not strong enough yet to stand much noise or excitement. I had enough of both ...
a_study_in_scarlet.txt
7,000
7,603
If you like, we shall drive round together after luncheon.” “Certainly,” I answered, and the conversation drifted away into other channels. As we made our way to the hospital after leaving the Holborn, Stamford gave me a few more particulars about the gentleman whom I proposed to take as a fellow-lodger. “You mustn’...
a_study_in_scarlet.txt
7,604
8,276
“It seems to me, Stamford,” I added, looking hard at my companion, “that you have some reason for washing your hands of the matter. Is this fellow’s temper so formidable, or what is it? Don’t be mealy-mouthed about it.” “It is not easy to express the inexpressible,” he answered with a laugh. “Holmes is a little too sc...
a_study_in_scarlet.txt
8,277
8,944
He appears to have a passion for definite and exact knowledge.” “Very right too.” “Yes, but it may be pushed to excess. When it comes to beating the subjects in the dissecting-rooms with a stick, it is certainly taking rather a bizarre shape.” “Beating the subjects!” “Yes, to verify how far bruises may be produced ...
a_study_in_scarlet.txt
8,945
9,654
It was familiar ground to me, and I needed no guiding as we ascended the bleak stone staircase and made our way down the long corridor with its vista of whitewashed wall and dun-coloured doors. Near the further end a low arched passage branched away from it and led to the chemical laboratory. This was a lofty chamber,...
a_study_in_scarlet.txt
9,655
10,291
I’ve found it,” he shouted to my companion, running towards us with a test-tube in his hand. “I have found a re-agent which is precipitated by hæmoglobin, and by nothing else.” Had he discovered a gold mine, greater delight could not have shone upon his features. “Dr. Watson, Mr. Sherlock Holmes,” said Stamford, intro...
a_study_in_scarlet.txt
10,292
10,982
No doubt you see the significance of this discovery of mine?” “It is interesting, chemically, no doubt,” I answered, “but practically——” “Why, man, it is the most practical medico-legal discovery for years. Don’t you see that it gives us an infallible test for blood stains. Come over here now!” He seized me by the co...
a_study_in_scarlet.txt
10,983
11,676
The proportion of blood cannot be more than one in a million. I have no doubt, however, that we shall be able to obtain the characteristic reaction.” As he spoke, he threw into the vessel a few white crystals, and then added some drops of a transparent fluid. In an instant the contents assumed a dull mahogany colour, a...
a_study_in_scarlet.txt
11,677
12,360
The latter is valueless if the stains are a few hours old. Now, this appears to act as well whether the blood is old or new. Had this test been invented, there are hundreds of men now walking the earth who would long ago have paid the penalty of their crimes.” “Indeed!” I murmured. “Criminal cases are continually hin...
a_study_in_scarlet.txt
12,361
13,065
Now we have the Sherlock Holmes’ test, and there will no longer be any difficulty.” His eyes fairly glittered as he spoke, and he put his hand over his heart and bowed as if to some applauding crowd conjured up by his imagination. “You are to be congratulated,” I remarked, considerably surprised at his enthusiasm. “...
a_study_in_scarlet.txt
13,066
13,680
“You might start a paper on those lines. Call it the ‘Police News of the Past.’” “Very interesting reading it might be made, too,” remarked Sherlock Holmes, sticking a small piece of plaster over the prick on his finger. “I have to be careful,” he continued, turning to me with a smile, “for I dabble with poisons a goo...
a_study_in_scarlet.txt
13,681
14,359
“My friend here wants to take diggings, and as you were complaining that you could get no one to go halves with you, I thought that I had better bring you together.” Sherlock Holmes seemed delighted at the idea of sharing his rooms with me. “I have my eye on a suite in Baker Street,” he said, “which would suit us down...
a_study_in_scarlet.txt
14,360
14,980
You must not think I am sulky when I do that. Just let me alone, and I’ll soon be right. What have you to confess now? It’s just as well for two fellows to know the worst of one another before they begin to live together.” I laughed at this cross-examination. “I keep a bull pup,” I said, “and I object to rows because ...
a_study_in_scarlet.txt
14,981
15,675
“A well-played violin is a treat for the gods—a badly-played one——” “Oh, that’s all right,” he cried, with a merry laugh. “I think we may consider the thing as settled—that is, if the rooms are agreeable to you.” “When shall we see them?” “Call for me here at noon to-morrow, and we’ll go together and settle everythi...
a_study_in_scarlet.txt
15,676
16,361
“A good many people have wanted to know how he finds things out.” “Oh! a mystery is it?” I cried, rubbing my hands. “This is very piquant. I am much obliged to you for bringing us together. ‘The proper study of mankind is man,’ you know.” “You must study him, then,” Stamford said, as he bade me good-bye. “You’ll find...
a_study_in_scarlet.txt
16,362
17,116
They consisted of a couple of comfortable bed-rooms and a single large airy sitting-room, cheerfully furnished, and illuminated by two broad windows. So desirable in every way were the apartments, and so moderate did the terms seem when divided between us, that the bargain was concluded upon the spot, and we at once en...
a_study_in_scarlet.txt
17,117
17,730
He was quiet in his ways, and his habits were regular. It was rare for him to be up after ten at night, and he had invariably breakfasted and gone out before I rose in the morning. Sometimes he spent his day at the chemical laboratory, sometimes in the dissecting-rooms, and occasionally in long walks, which appeared to...
a_study_in_scarlet.txt
17,731
18,290
On these occasions I have noticed such a dreamy, vacant expression in his eyes, that I might have suspected him of being addicted to the use of some narcotic, had not the temperance and cleanliness of his whole life forbidden such a notion. As the weeks went by, my interest in him and my curiosity as to his aims in li...
a_study_in_scarlet.txt
18,291
19,017
His eyes were sharp and piercing, save during those intervals of torpor to which I have alluded; and his thin, hawk-like nose gave his whole expression an air of alertness and decision. His chin, too, had the prominence and squareness which mark the man of determination. His hands were invariably blotted with ink and s...
a_study_in_scarlet.txt
19,018
19,594
Before pronouncing judgment, however, be it remembered, how objectless was my life, and how little there was to engage my attention. My health forbade me from venturing out unless the weather was exceptionally genial, and I had no friends who would call upon me and break the monotony of my daily existence. Under these ...
a_study_in_scarlet.txt
19,595
20,295
Neither did he appear to have pursued any course of reading which might fit him for a degree in science or any other recognized portal which would give him an entrance into the learned world. Yet his zeal for certain studies was remarkable, and within eccentric limits his knowledge was so extraordinarily ample and minu...
a_study_in_scarlet.txt
20,296
20,916
Of contemporary literature, philosophy and politics he appeared to know next to nothing. Upon my quoting Thomas Carlyle, he inquired in the naivest way who he might be and what he had done. My surprise reached a climax, however, when I found incidentally that he was ignorant of the Copernican Theory and of the composit...
a_study_in_scarlet.txt
20,917
21,482
“Now that I do know it I shall do my best to forget it.” “To forget it!” “You see,” he explained, “I consider that a man’s brain originally is like a little empty attic, and you have to stock it with such furniture as you choose. A fool takes in all the lumber of every sort that he comes across, so that the knowledge...
a_study_in_scarlet.txt
21,483
22,073
He will have nothing but the tools which may help him in doing his work, but of these he has a large assortment, and all in the most perfect order. It is a mistake to think that that little room has elastic walls and can distend to any extent. Depend upon it there comes a time when for every addition of knowledge you f...
a_study_in_scarlet.txt
22,074
22,728
If we went round the moon it would not make a pennyworth of difference to me or to my work.” I was on the point of asking him what that work might be, but something in his manner showed me that the question would be an unwelcome one. I pondered over our short conversation, however, and endeavoured to draw my deduction...
a_study_in_scarlet.txt
22,729
23,544
I could not help smiling at the document when I had completed it. It ran in this way— SHERLOCK HOLMES—his limits. 1. Knowledge of Literature.—Nil. 2. Philosophy.—Nil. 3. Astronomy.—Nil. 4. Politics.—Feeble. 5. Botany.—Variable. Well up in belladonna, opium, and poisons generally. Knows nothing of practical gardening....
a_study_in_scarlet.txt
23,545
24,162
Has a good practical knowledge of British law. When I had got so far in my list I threw it into the fire in despair. “If I can only find what the fellow is driving at by reconciling all these accomplishments, and discovering a calling which needs them all,” I said to myself, “I may as well give up the attempt at once....
a_study_in_scarlet.txt
24,163
24,920
When left to himself, however, he would seldom produce any music or attempt any recognized air. Leaning back in his arm-chair of an evening, he would close his eyes and scrape carelessly at the fiddle which was thrown across his knee. Sometimes the chords were sonorous and melancholy. Occasionally they were fantastic a...
a_study_in_scarlet.txt
24,922
25,586
During the first week or so we had no callers, and I had begun to think that my companion was as friendless a man as I was myself. Presently, however, I found that he had many acquaintances, and those in the most different classes of society. There was one little sallow rat-faced, dark-eyed fellow who was introduced to...
a_study_in_scarlet.txt
25,587
26,192
On another occasion an old white-haired gentleman had an interview with my companion; and on another a railway porter in his velveteen uniform. When any of these nondescript individuals put in an appearance, Sherlock Holmes used to beg for the use of the sitting-room, and I would retire to my bed-room. He always apolog...
a_study_in_scarlet.txt
26,193
26,741
I imagined at the time that he had some strong reason for not alluding to it, but he soon dispelled the idea by coming round to the subject of his own accord. It was upon the 4th of March, as I have good reason to remember, that I rose somewhat earlier than usual, and found that Sherlock Holmes had not yet finished hi...
a_study_in_scarlet.txt
26,742
27,351
Then I picked up a magazine from the table and attempted to while away the time with it, while my companion munched silently at his toast. One of the articles had a pencil mark at the heading, and I naturally began to run my eye through it. Its somewhat ambitious title was “The Book of Life,” and it attempted to show ...
a_study_in_scarlet.txt
27,352
27,983
The writer claimed by a momentary expression, a twitch of a muscle or a glance of an eye, to fathom a man’s inmost thoughts. Deceit, according to him, was an impossibility in the case of one trained to observation and analysis. His conclusions were as infallible as so many propositions of Euclid. So startling would his...
a_study_in_scarlet.txt
27,984
28,607
So all life is a great chain, the nature of which is known whenever we are shown a single link of it. Like all other arts, the Science of Deduction and Analysis is one which can only be acquired by long and patient study nor, is life long enough to allow any mortal to attain the highest possible perfection in it. Befor...
a_study_in_scarlet.txt
28,608
29,317
Puerile as such an exercise may seem, it sharpens the faculties of observation, and teaches one where to look and what to look for. By a man’s finger nails, by his coat-sleeve, by his boot, by his trouser knees, by the callosities of his forefinger and thumb, by his expression, by his shirt cuffs—by each of these thing...
a_study_in_scarlet.txt
29,318
29,950
“I see that you have read it since you have marked it. I don’t deny that it is smartly written. It irritates me though. It is evidently the theory of some arm-chair lounger who evolves all these neat little paradoxes in the seclusion of his own study. It is not practical. I should like to see him clapped down in a thir...
a_study_in_scarlet.txt
29,951
30,616
The theories which I have expressed there, and which appear to you to be so chimerical are really extremely practical—so practical that I depend upon them for my bread and cheese.” “And how?” I asked involuntarily. “Well, I have a trade of my own. I suppose I am the only one in the world. I’m a consulting detective, ...
a_study_in_scarlet.txt
30,617
31,090
There is a strong family resemblance about misdeeds, and if you have all the details of a thousand at your finger ends, it is odd if you can’t unravel the thousand and first. Lestrade is a well-known detective. He got himself into a fog recently over a forgery case, and that was what brought him here.” “And these othe...
a_study_in_scarlet.txt
31,091
31,758
I listen to their story, they listen to my comments, and then I pocket my fee.” “But do you mean to say,” I said, “that without leaving your room you can unravel some knot which other men can make nothing of, although they have seen every detail for themselves?” “Quite so. I have a kind of intuition that way. Now and...
a_study_in_scarlet.txt
31,759
32,432
Observation with me is second nature. You appeared to be surprised when I told you, on our first meeting, that you had come from Afghanistan.” “You were told, no doubt.” “Nothing of the sort. I _knew_ you came from Afghanistan. From long habit the train of thoughts ran so swiftly through my mind, that I arrived at th...
a_study_in_scarlet.txt
32,433
33,131
He has undergone hardship and sickness, as his haggard face says clearly. His left arm has been injured. He holds it in a stiff and unnatural manner. Where in the tropics could an English army doctor have seen much hardship and got his arm wounded? Clearly in Afghanistan.’ The whole train of thought did not occupy a se...
a_study_in_scarlet.txt
33,132
33,844
“Now, in my opinion, Dupin was a very inferior fellow. That trick of his of breaking in on his friends’ thoughts with an apropos remark after a quarter of an hour’s silence is really very showy and superficial. He had some analytical genius, no doubt; but he was by no means such a phenomenon as Poe appeared to imagine....
a_study_in_scarlet.txt
33,845
34,398
Lecoq took six months or so. It might be made a text-book for detectives to teach them what to avoid.” I felt rather indignant at having two characters whom I had admired treated in this cavalier style. I walked over to the window, and stood looking out into the busy street. “This fellow may be very clever,” I said to...
a_study_in_scarlet.txt
34,399
35,093
No man lives or has ever lived who has brought the same amount of study and of natural talent to the detection of crime which I have done. And what is the result? There is no crime to detect, or, at most, some bungling villainy with a motive so transparent that even a Scotland Yard official can see through it.” I was ...
a_study_in_scarlet.txt
35,095
35,812
“You mean the retired sergeant of Marines,” said Sherlock Holmes. “Brag and bounce!” thought I to myself. “He knows that I cannot verify his guess.” The thought had hardly passed through my mind when the man whom we were watching caught sight of the number on our door, and ran rapidly across the roadway. We heard a l...
a_study_in_scarlet.txt
35,813
36,509
“Uniform away for repairs.” “And you were?” I asked, with a slightly malicious glance at my companion. “A sergeant, sir, Royal Marine Light Infantry, sir. No answer? Right, sir.” He clicked his heels together, raised his hand in a salute, and was gone. CHAPTER III. THE LAURISTON GARDENS MYSTERY I confess that I wa...
a_study_in_scarlet.txt
36,510
37,106
When I looked at him he had finished reading the note, and his eyes had assumed the vacant, lack-lustre expression which showed mental abstraction. “How in the world did you deduce that?” I asked. “Deduce what?” said he, petulantly. “Why, that he was a retired sergeant of Marines.” “I have no time for trifles,” he ...
a_study_in_scarlet.txt
37,107
37,761
If you were asked to prove that two and two made four, you might find some difficulty, and yet you are quite sure of the fact. Even across the street I could see a great blue anchor tattooed on the back of the fellow’s hand. That smacked of the sea. He had a military carriage, however, and regulation side whiskers. The...
a_study_in_scarlet.txt
37,763
38,383
“Commonplace,” said Holmes, though I thought from his expression that he was pleased at my evident surprise and admiration. “I said just now that there were no criminals. It appears that I am wrong—look at this!” He threw me over the note which the commissionaire had brought. “Why,” I cried, as I cast my eye over it, ...
a_study_in_scarlet.txt
38,384
38,997
Our man on the beat saw a light there about two in the morning, and as the house was an empty one, suspected that something was amiss. He found the door open, and in the front room, which is bare of furniture, discovered the body of a gentleman, well dressed, and having cards in his pocket bearing the name of ‘Enoch J....
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tiny-rag-with-reranking

A tiny retrieval / question-answering evaluation set plus a sample of a chunked public-domain corpus, used by the tiny-rag-with-reranking RAG pipeline (bi-encoder retrieval + cross-encoder reranking, with a chunk-size sweep).

Task

Question answering / passage retrieval. Each query carries one or more short answer substrings; a retrieved passage is judged relevant if it contains any answer substring (case- and whitespace-insensitive). This substring labeling keeps relevance valid regardless of how the corpus is chunked.

Files

  • qa.json — the evaluation set: 12 queries, each with a question, one or more answers (relevant-passage substrings), and the source document.
  • chunks_sample.json — a 60-chunk sample (of 902 total in the full build) of the chunked corpus, each with doc, character offsets start/end, and text. Produced by the adaptive chunker at target size 128.

Generation method

The corpus is public-domain plaintext from Project Gutenberg (Alice's Adventures in Wonderland, The Time Machine, A Study in Scarlet), with license headers and footers stripped, then chunked with an adaptive sentence-merging strategy. The query/relevant-passage labels in qa.json are hand-written: canonical phrases drawn verbatim from the corpus so they stay stable across chunkings.

Measured results (small-scale benchmark, single RTX 5090)

Bi-encoder all-MiniLM-L6-v2 retrieval vs adding cross-encoder ms-marco-MiniLM-L-6-v2 reranking, retrieve top-20, metric @k=5:

stage precision@5 recall@5
bi-encoder only 0.1333 0.0650
+ cross-encoder rerank 0.2000 0.1394

Chunk-size sweep best size by precision@5: 512.

License

MIT. Underlying source texts are public domain (Project Gutenberg).

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