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ddd827b (HEAD) HEAD@{0}: rebase (pick): fixing formatting errors
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1403d57 HEAD@{1}: rebase (pick): fixing linting errors
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4d642cf HEAD@{2}: rebase (pick): adding the README for the RAG + Distilled folder
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44fec31 HEAD@{3}: rebase (pick): adding the model and json test file
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642d255 HEAD@{4}: rebase (pick): fix(apollo11/readme): correct missing line breaks
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6ec9efe HEAD@{5}: rebase (pick): fix(apollo11/prompts): correct missing line breaks
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f9c3033 HEAD@{6}: rebase (pick): docs(apollo11/rationale): add detailed explanation of dataset selection decisions
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cced41a HEAD@{7}: rebase (pick): docs(apollo11/prompts):add 15 standardized test prompts for dataset evaluation
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6108b13 HEAD@{8}: rebase (pick): docs(apollo11/json): add structured JSON version of Apollo 11 test dataset
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131dd83 HEAD@{9}: rebase (pick): docs(apollo11/source): add selected Apollo 11 text in txt format for testing
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61fa2d5 HEAD@{10}: rebase (pick): docs(apollo11/readme): add overview and instructions for Apollo 11 test dataset
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8ef80ad HEAD@{11}: rebase (pick): updating the model evaluation metrics document
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aa730e9 HEAD@{12}: rebase (pick): adding the model evaluation metrics document
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c179cb4 HEAD@{13}: rebase (start): checkout main
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f673120 (origin/gemma-model, gemma-model) HEAD@{14}: checkout: moving from gemma-model to gemma-model
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f673120 (origin/gemma-model, gemma-model) HEAD@{15}: commit: Remove secret token
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418aef1 HEAD@{16}: reset: moving to HEAD~3
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4c45a1a HEAD@{17}: commit: updates
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7efe95e HEAD@{18}: commit: updates
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d7f4f05 HEAD@{19}: commit: updates
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418aef1 HEAD@{20}: commit: updates

gemme-model/data/source.txt

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Apollo 11 – Lunar Descent and Moonwalk
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As the descent began, Armstrong and Aldrin found themselves passing landmarks on the
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surface two or three seconds early, and reported that they were “long”; they would land
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miles west of their target point. Eagle was traveling too fast. The problem could have been
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mascons—concentrations of high mass in a region or regions of the Moon’s crust that
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contains a gravitational anomaly, potentially altering Eagle’s trajectory.
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Five minutes into the descent burn, and 6,000 feet (1,800 m) above the surface of the
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Moon, the LM guidance computer (LGC) distracted the crew with the first of several
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unexpected 1201 and 1202 program alarms. Inside Mission Control Center, computer
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engineer Jack Garman told Guidance Officer Steve Bales it was safe to continue the
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descent, and this was relayed to the crew. The program alarms indicated “executive
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overflows”, meaning the guidance computer could not complete all its tasks in real-time and
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had to postpone some of them. Margaret Hamilton, the Director of Apollo Flight Computer
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Programming at the MIT Charles Stark Draper Laboratory later recalled: “To blame the
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computer for the Apollo 11 problems is like blaming the person who spots a fire and calls
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the fire department. Actually, the computer was programmed to do more than recognize
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error conditions. A complete set of recovery programs was incorporated into the software.
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The software’s action, in this case, was to eliminate lower priority tasks and re-establish
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the more important ones. The computer, rather than almost forcing an abort, prevented an
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abort. If the computer hadn’t recognized this problem and taken recovery action, I doubt if
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Apollo 11 would have been the successful Moon landing it was.”
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When Armstrong again looked outside, he saw that the computer’s landing target was in a
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boulder-strewn area just north and east of a 300-foot-diameter (91 m) crater, so he took
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semi-automatic control. Throughout the descent, Aldrin called out navigation data to
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Armstrong, who was busy piloting Eagle. Now 107 feet (33 m) above the surface,
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Armstrong knew their propellant supply was dwindling and was determined to land at the
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first possible landing site.
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Armstrong found a clear patch of ground and maneuvered the spacecraft towards it. They
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were now 100 feet (30 m) from the surface, with only 90 seconds of propellant remaining.
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Lunar dust kicked up by the LM’s engine began to impair his ability to determine the
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spacecraft’s motion.
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A light informed Aldrin that at least one of the 67-inch (170 cm) probes hanging from
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Eagle’s footpads had touched the surface and he said: “Contact light!” Three seconds later,
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Eagle landed and Armstrong shut the engine down. Aldrin immediately said “Okay, engine
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stop.”
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Eagle landed at 20:17:40 UTC on Sunday July 20 with 216 pounds (98 kg) of usable fuel
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remaining. Information available to the crew and mission controllers during the landing
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showed the LM had enough fuel for another 25 seconds of powered flight before an abort
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without touchdown would have become unsafe, but post-mission analysis showed that the
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real figure was probably closer to 50 seconds.
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Armstrong acknowledged Aldrin’s completion of the post-landing checklist with “Engine
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arm is off”, before responding to the CAPCOM, Charles Duke, with the words, “Houston,
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Tranquility Base here. The Eagle has landed.” Duke expressed the relief at Mission Control:
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“Roger, Twan—Tranquility, we copy you on the ground. You got a bunch of guys about to
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turn blue. We’re breathing again. Thanks a lot.”
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Preparations for Neil Armstrong and Buzz Aldrin to walk on the Moon began at 23:43 UTC.
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These took longer than expected; three and a half hours instead of two. Six hours and
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thirty-nine minutes after landing, Armstrong and Aldrin were ready to go outside, and
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Eagle was depressurized.
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Eagle’s hatch was opened at 02:39:33. Armstrong initially had some difficulties squeezing
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through the hatch with his portable life support system (PLSS). At 02:51 Armstrong began
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his descent to the lunar surface. Climbing down the nine-rung ladder, Armstrong pulled a
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D-ring to deploy the modular equipment stowage assembly (MESA) folded against Eagle’s
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side and activate the TV camera.
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Despite some technical and weather difficulties, black and white images of the first lunar
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EVA were received and broadcast to at least 600 million people on Earth.
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After describing the surface dust as “very fine-grained” and “almost like a powder”, at
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02:56:15, six and a half hours after landing, Armstrong stepped off Eagle’s landing pad and
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declared: “That’s one small step for [a] man, one giant leap for mankind.”
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Armstrong intended to say “That’s one small step for a man”, but the word “a” is not
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audible in the transmission, and thus was not initially reported by most observers of the live
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broadcast. When later asked about his quote, Armstrong said he believed he said “for a
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man”, and subsequent printed versions of the quote included the “a” in square brackets.
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About seven minutes after stepping onto the Moon’s surface, Armstrong collected a
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contingency soil sample using a sample bag on a stick. Twelve minutes after the sample
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was collected, he removed the TV camera from the MESA and made a panoramic sweep,
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then mounted it on a tripod. Aldrin joined Armstrong on the surface. He described the view
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with the simple phrase: “Magnificent desolation.”
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Armstrong said moving in the lunar gravity, one-sixth of Earth’s, was “even perhaps easier
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than the simulations … It’s absolutely no trouble to walk around.” Aldrin joined him on the
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surface and tested methods for moving around, including two-footed kangaroo hops. The
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PLSS backpack created a tendency to tip backward, but neither astronaut had serious
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problems maintaining balance. The fine soil was quite slippery.
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The astronauts planted the Lunar Flag Assembly containing a flag of the United States on
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the lunar surface, in clear view of the TV camera. Aldrin remembered, “Of all the jobs I had
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to do on the Moon the one I wanted to go the smoothest was the flag raising.” But the
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astronauts struggled with the telescoping rod and could only insert the pole about 2 inches
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(5 cm) into the hard lunar surface. Before Aldrin could take a photo of Armstrong with the
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flag, President Richard Nixon spoke to them through a telephone-radio transmission, which
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Nixon called “the most historic phone call ever made from the White House.”
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They deployed the EASEP, which included a Passive Seismic Experiment Package used to
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measure moonquakes and a retroreflector array used for the lunar laser ranging
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experiment. Then Armstrong walked 196 feet (60 m) from the LM to take photographs at
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the rim of Little West Crater while Aldrin collected two core samples. He used the
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geologist’s hammer to pound in the tubes—the only time the hammer was used on Apollo
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11—but was unable to penetrate more than 6 inches (15 cm) deep.
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The astronauts then collected rock samples using scoops and tongs on extension handles.
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Many of the surface activities took longer than expected, so they had to stop documenting
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sample collection halfway through the allotted 34 minutes. Aldrin shoveled 6 kilograms
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(13 lb) of soil into the box of rocks to pack them in tightly. Two types of rocks were found in
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the geological samples: basalt and breccia.
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While on the surface, Armstrong uncovered a plaque mounted on the LM ladder, bearing
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two drawings of Earth, an inscription, and signatures of the astronauts and President Nixon.
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The inscription read: “Here men from the planet Earth first set foot upon the Moon July
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1969, A. D. We came in peace for all mankind.”
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Mission Control used a coded phrase to warn Armstrong his metabolic rates were high, and
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that he should slow down. As metabolic rates remained generally lower than expected for
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both astronauts throughout the walk, Mission Control granted the astronauts a 15-minute
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extension.
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Aldrin entered Eagle first. With some difficulty the astronauts lifted film and two sample
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boxes containing 21.55 kilograms (47.5 lb) of lunar surface material to the LM hatch using a
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flat cable pulley device called the Lunar Equipment Conveyor (LEC). Armstrong then
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jumped onto the ladder’s third rung, and climbed into the LM. After transferring to LM life
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support, the explorers lightened the ascent stage for the return to lunar orbit by tossing out
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their PLSS backpacks, lunar overshoes, an empty Hasselblad camera, and other equipment.
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The hatch was closed again at 05:11:13. They then pressurized the LM and settled down to
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sleep.

gemme-model/emissions.csv

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timestamp,project_name,run_id,experiment_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,water_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue,wue
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2025-11-14T21:41:56,codecarbon,d19e594e-ac17-43d4-93ce-212cf8b43bfa,5b0fa12a-3dd7-45bb-9766-cc326314d9f1,283.6589894000208,0.0026087078072038,9.196633650573306e-06,42.5,0.0,10.0,0.0037030627848609,0.0,0.0008711619422221,0.004574224727083,0.0,Egypt,EGY,,,,Windows-11-10.0.26100-SP0,3.13.5,3.0.8,12,12th Gen Intel(R) Core(TM) i5-1235U,,,,,7.692127227783203,machine,N,1.0,0.0
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2025-11-14T21:42:19,codecarbon,881c5ce0-073a-447b-ad38-4d28e9ceec87,5b0fa12a-3dd7-45bb-9766-cc326314d9f1,0.017968299973290414,1.455145660657261e-07,8.098404761832291e-06,42.5,0.0,10.0,2.10829514010887e-07,0.0,4.432222218990016e-08,2.551517362007871e-07,0.0,Egypt,EGY,,,,Windows-11-10.0.26100-SP0,3.13.5,3.0.8,12,12th Gen Intel(R) Core(TM) i5-1235U,,,,,7.692127227783203,machine,N,1.0,0.0
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task_name,timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,water_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud
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Recursive RAG Query,2025-11-14T21:42:19,codecarbon,881c5ce0-073a-447b-ad38-4d28e9ceec87,0.011162599985254928,4.5706897004809444e-08,8.253023908839161e-06,42.5,0.0,10.0,6.576756928148421e-08,0.0,1.4376944374008519e-08,8.014451365549273e-08,0.0,Egypt,EGY,,,,Windows-11-10.0.26100-SP0,3.13.5,3.0.8,12,12th Gen Intel(R) Core(TM) i5-1235U,,,,,7.692127227783203,machine,N
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task_name,timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,water_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud
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Recursive RAG Query,2025-11-14T21:37:36,codecarbon,d19e594e-ac17-43d4-93ce-212cf8b43bfa,23.914737999992212,0.0002003225488769882,8.315069484758366e-06,42.5,0.0,10.0,0.0002843979583333243,0.0,6.685654166665498e-05,0.0003512544999999793,0.0,Egypt,EGY,,,,Windows-11-10.0.26100-SP0,3.13.5,3.0.8,12,12th Gen Intel(R) Core(TM) i5-1235U,,,,,7.692127227783203,machine,N

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