diff --git "a/logs/l40-1gpu-rpp-4.txt" "b/logs/l40-1gpu-rpp-4.txt"
new file mode 100644--- /dev/null
+++ "b/logs/l40-1gpu-rpp-4.txt"
@@ -0,0 +1,553 @@
+Submitting job: /common/home/users/d/dh.huang.2023/code/rapget-translation/scripts/eval-mac.sh
+Current Directory:
+/common/home/users/d/dh.huang.2023/code/rapget-translation
+Thu Aug 22 22:51:13 2024
++-----------------------------------------------------------------------------------------+
+| NVIDIA-SMI 550.90.07 Driver Version: 550.90.07 CUDA Version: 12.4 |
+|-----------------------------------------+------------------------+----------------------+
+| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
+| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
+| | | MIG M. |
+|=========================================+========================+======================|
+| 0 NVIDIA L40 On | 00000000:01:00.0 Off | 0 |
+| N/A 35C P8 33W / 300W | 1MiB / 46068MiB | 0% Default |
+| | | N/A |
++-----------------------------------------+------------------------+----------------------+
+
++-----------------------------------------------------------------------------------------+
+| Processes: |
+| GPU GI CI PID Type Process name GPU Memory |
+| ID ID Usage |
+|=========================================================================================|
+| No running processes found |
++-----------------------------------------------------------------------------------------+
+Linux lithium 4.18.0-553.5.1.el8_10.x86_64 #1 SMP Thu Jun 6 09:41:19 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux
+NAME="Rocky Linux"
+VERSION="8.10 (Green Obsidian)"
+ID="rocky"
+ID_LIKE="rhel centos fedora"
+VERSION_ID="8.10"
+PLATFORM_ID="platform:el8"
+PRETTY_NAME="Rocky Linux 8.10 (Green Obsidian)"
+ANSI_COLOR="0;32"
+LOGO="fedora-logo-icon"
+CPE_NAME="cpe:/o:rocky:rocky:8:GA"
+HOME_URL="https://rockylinux.org/"
+BUG_REPORT_URL="https://bugs.rockylinux.org/"
+SUPPORT_END="2029-05-31"
+ROCKY_SUPPORT_PRODUCT="Rocky-Linux-8"
+ROCKY_SUPPORT_PRODUCT_VERSION="8.10"
+REDHAT_SUPPORT_PRODUCT="Rocky Linux"
+REDHAT_SUPPORT_PRODUCT_VERSION="8.10"
+Architecture: x86_64
+CPU op-mode(s): 32-bit, 64-bit
+Byte Order: Little Endian
+CPU(s): 128
+On-line CPU(s) list: 0-127
+Thread(s) per core: 2
+Core(s) per socket: 64
+Socket(s): 1
+NUMA node(s): 1
+Vendor ID: AuthenticAMD
+CPU family: 25
+Model: 1
+Model name: AMD EPYC 7763 64-Core Processor
+Stepping: 1
+CPU MHz: 2450.000
+CPU max MHz: 3529.0520
+CPU min MHz: 1500.0000
+BogoMIPS: 4891.19
+Virtualization: AMD-V
+L1d cache: 32K
+L1i cache: 32K
+L2 cache: 512K
+L3 cache: 32768K
+NUMA node0 CPU(s): 0-127
+Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local clzero irperf xsaveerptr wbnoinvd amd_ppin brs arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload vgif v_spec_ctrl umip pku ospke vaes vpclmulqdq rdpid overflow_recov succor smca fsrm
+MemTotal: 527670700 kB
+Current Directory:
+/common/home/users/d/dh.huang.2023/code/rapget-translation
+Evaluating internlm/internlm2_5-7b-chat
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+loading env vars from: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/.env
+Adding /common/home/users/d/dh.huang.2023/common2/code/rapget-translation to sys.path
+loading: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/eval_modules/calc_repetitions.py
+loading /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/llm_toolkit/translation_utils.py
+CUDA is available, we have found 1 GPU(s)
+NVIDIA L40
+CUDA version: 12.1
+internlm/internlm2_5-7b-chat llama-factory/saves/internlm2_5-7b-chat/checkpoint-140 False datasets/mac/mac.tsv results/mac-results_rpp_with_mnt_2048.csv False 2048 2
+(0) GPU = NVIDIA L40. Max memory = 44.309 GB.
+0.0 GB of memory reserved.
+loading model: internlm/internlm2_5-7b-chat with adapter: llama-factory/saves/internlm2_5-7b-chat/checkpoint-140
+
Loading checkpoint shards: 0%| | 0/8 [00:00, ?it/s]
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Loading checkpoint shards: 100%|██████████| 8/8 [00:41<00:00, 4.93s/it]
Loading checkpoint shards: 100%|██████████| 8/8 [00:41<00:00, 5.15s/it]
+(2) GPU = NVIDIA L40. Max memory = 44.309 GB.
+14.523 GB of memory reserved.
+loading train/test data files
+DatasetDict({
+ train: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 4528
+ })
+ test: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 1133
+ })
+})
+--------------------------------------------------
+chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+--------------------------------------------------
+english: Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.
+--------------------------------------------------
+text: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English:<|im_end|>
+<|im_start|>assistant
+Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.
+--------------------------------------------------
+prompt: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English:<|im_end|>
+<|im_start|>assistant
+
+--------------------------------------------------
+chinese: 对我一刻也不能放松。
+--------------------------------------------------
+english: People shouldn't let up on me for a minute.
+--------------------------------------------------
+text: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English:<|im_end|>
+<|im_start|>assistant
+People shouldn't let up on me for a minute.
+--------------------------------------------------
+prompt: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English:<|im_end|>
+<|im_start|>assistant
+
+Evaluating model: internlm/internlm2_5-7b-chat/checkpoint-140 on cuda
+*** Evaluating with repetition_penalty: 1.0
+
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+Batch output: ['Old Geng raised his rifle, squinted through the sight, and fired. A hailstorm of gold orioles fell to the ground, scattering iron shot among the willow branches, which crackled and snapped.', 'The next morning, before it was light, Grannie Liu got up and washed and dressed. She also taught Ban-er a few phrases to say, and the five-year-old boy was delighted to be taken into the city.']
+internlm/internlm2_5-7b-chat/checkpoint-140/rpp-1.00 metrics: {'meteor': 0.4289996929258777, 'sacrebleu': {'score': 14.734881589173108, 'counts': [13428, 5621, 2839, 1571], 'totals': [30795, 29662, 28531, 27402], 'precisions': [43.60448124695567, 18.950171937158654, 9.950580070800182, 5.7331581636376905], 'bp': 1.0, 'sys_len': 30795, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1473488158917311, 'precisions': [0.43604481246955673, 0.18950171937158655, 0.09950580070800183, 0.05733158163637691], 'brevity_penalty': 1.0, 'length_ratio': 1.0200397482610135, 'translation_length': 30795, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.46733071723899544, 'rouge2': 0.2247548164656326, 'rougeL': 0.40954501292483286, 'rougeLsum': 0.4093136358720023}, 'accuracy': 0.01323918799646955, 'correct_ids': [41, 77, 193, 272, 348, 364, 444, 533, 567, 658, 659, 712, 778, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.02
+
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+Batch output: ['Old Geng raised his rifle and squinted through one eye. He pulled the trigger and a hailstorm of gold sparrows fell from the sky. The iron sand flew wildly among the willow branches, making a crackling sound.', 'The next morning, before daybreak, Grannie Liu got up and washed and dressed herself, and then went over a few phrases with Ban-er, who was very pleased to hear that he would be taken into the city.']
+internlm/internlm2_5-7b-chat/checkpoint-140/rpp-1.02 metrics: {'meteor': 0.42662469043021944, 'sacrebleu': {'score': 14.583816688798015, 'counts': [13214, 5460, 2746, 1487], 'totals': [28429, 27296, 26165, 25036], 'precisions': [46.48070632101024, 20.002930832356387, 10.494935983183643, 5.9394471960377055], 'bp': 0.939935719288393, 'sys_len': 28429, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1458381668879802, 'precisions': [0.46480706321010234, 0.2000293083235639, 0.10494935983183643, 0.05939447196037706], 'brevity_penalty': 0.939935719288393, 'length_ratio': 0.9416694269625704, 'translation_length': 28429, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.46513141046771683, 'rouge2': 0.2208432202725705, 'rougeL': 0.4069501633071888, 'rougeLsum': 0.4068144356118366}, 'accuracy': 0.01500441306266549, 'correct_ids': [41, 77, 193, 240, 272, 348, 364, 444, 533, 534, 567, 658, 659, 712, 778, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.04
+
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+Batch output: ['Old Geng raised his rifle and squinted through one eye. He pulled the trigger, and a hailstorm of gold sparrows fell from the sky, scattering iron shot among the willow branches, which crackled and snapped.', 'The next morning, before daybreak, Grannie Liu got up and washed herself and then practiced a few phrases with Ban-er. The boy was only five or six years old, but he was delighted at the prospect of going into the city and readily agreed to learn some phrases.']
+internlm/internlm2_5-7b-chat/checkpoint-140/rpp-1.04 metrics: {'meteor': 0.4154585167056314, 'sacrebleu': {'score': 13.534659133050223, 'counts': [12850, 5100, 2503, 1347], 'totals': [26321, 25188, 24058, 22930], 'precisions': [48.82033357395236, 20.247737017627443, 10.404023609610109, 5.87440034888792], 'bp': 0.8633001107907067, 'sys_len': 26321, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.13534659133050217, 'precisions': [0.48820333573952357, 0.20247737017627443, 0.1040402360961011, 0.0587440034888792], 'brevity_penalty': 0.8633001107907067, 'length_ratio': 0.8718449817820471, 'translation_length': 26321, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4567948463221122, 'rouge2': 0.21236185919853937, 'rougeL': 0.3971328136519653, 'rougeLsum': 0.39659193163645445}, 'accuracy': 0.01412180052956752, 'correct_ids': [41, 193, 240, 272, 348, 364, 444, 533, 534, 567, 658, 659, 712, 778, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.06
+
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+Batch output: ['Old Geng raised his rifle and squinted through one eye; he pulled the trigger and a hailstorm of gold sparrows fell from the sky, scattering iron shot among the willow branches with crackling sounds.', 'The next morning, before daybreak, Grannie Liu got up and washed herself; then she went over some phrases with Ban-er, who was only five or six years old and could hardly contain his excitement at being taken into the city for a sightseeing trip.']
+internlm/internlm2_5-7b-chat/checkpoint-140/rpp-1.06 metrics: {'meteor': 0.40395886478553783, 'sacrebleu': {'score': 12.346740971499404, 'counts': [12516, 4716, 2222, 1165], 'totals': [26449, 25316, 24186, 23058], 'precisions': [47.321259782978565, 18.628535313635645, 9.187133052178947, 5.052476363951774], 'bp': 0.8681055064557217, 'sys_len': 26449, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.12346740971499397, 'precisions': [0.47321259782978564, 0.18628535313635644, 0.09187133052178946, 0.05052476363951774], 'brevity_penalty': 0.8681055064557217, 'length_ratio': 0.8760847962901623, 'translation_length': 26449, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4495177356724954, 'rouge2': 0.20227772095110397, 'rougeL': 0.3873282266120024, 'rougeLsum': 0.3869921524822195}, 'accuracy': 0.01147396293027361, 'correct_ids': [41, 240, 272, 348, 364, 533, 534, 567, 658, 659, 712, 778, 1011]}
+*** Evaluating with repetition_penalty: 1.08
+
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+Batch output: ['Old Geng raised his rifle and squinted through one eye; he pulled the trigger and a hailstorm of gold sparrows fell from the sky, scattering iron shot among the willow branches with crackling sounds.', 'The next morning before daybreak she got up and washed herself; then she went over with Ban-er some of the phrases he would need in order to get him through his visit to the city without making a fool of himself—a task which seemed to delight the child exceedingly.']
+internlm/internlm2_5-7b-chat/checkpoint-140/rpp-1.08 metrics: {'meteor': 0.3873176839854818, 'sacrebleu': {'score': 11.075674965706343, 'counts': [12026, 4309, 1950, 970], 'totals': [28596, 27463, 26332, 25203], 'precisions': [42.05483284375437, 15.690201361832283, 7.405438250037976, 3.848748164901004], 'bp': 0.9457830579848269, 'sys_len': 28596, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.11075674965706349, 'precisions': [0.4205483284375437, 0.15690201361832284, 0.07405438250037977, 0.03848748164901004], 'brevity_penalty': 0.9457830579848269, 'length_ratio': 0.947201059953627, 'translation_length': 28596, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4359721023914547, 'rouge2': 0.18859538730734868, 'rougeL': 0.3727314357931272, 'rougeLsum': 0.3722640996554831}, 'accuracy': 0.009708737864077669, 'correct_ids': [41, 240, 348, 364, 533, 534, 567, 658, 659, 712, 1011]}
+*** Evaluating with repetition_penalty: 1.1
+
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+Batch output: ['Old Geng raised his rifle and squinted through one eye; he pulled the trigger and a hailstorm of gold sparrows fell from the sky, scattering iron shot among the willow branches with crackling sounds.', 'The next morning before daybreak she got up and washed herself; then she went over some phrases with Ban-er for him to learn by heart—a five-year-old boy who would have jumped at the chance of going into the city on a trip like this without being asked twice!']
+internlm/internlm2_5-7b-chat/checkpoint-140/rpp-1.10 metrics: {'meteor': 0.3769306874386757, 'sacrebleu': {'score': 10.305163787094209, 'counts': [11716, 4041, 1786, 873], 'totals': [26948, 25815, 24685, 23557], 'precisions': [43.47632477363812, 15.653689715281812, 7.23516305448653, 3.7059048265908223], 'bp': 0.8866492808918787, 'sys_len': 26948, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.10305163787094214, 'precisions': [0.4347632477363812, 0.15653689715281813, 0.0723516305448653, 0.03705904826590822], 'brevity_penalty': 0.8866492808918787, 'length_ratio': 0.8926134481616429, 'translation_length': 26948, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4264609162503985, 'rouge2': 0.18067846196429713, 'rougeL': 0.36363107736575917, 'rougeLsum': 0.3633088461799874}, 'accuracy': 0.0088261253309797, 'correct_ids': [240, 348, 364, 534, 567, 658, 659, 668, 712, 1011]}
+(3) GPU = NVIDIA L40. Max memory = 44.309 GB.
+43.764 GB of memory reserved.
+Current Directory:
+/common/home/users/d/dh.huang.2023/code/rapget-translation
+Evaluating Qwen/Qwen2-7B-Instruct
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+loading env vars from: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/.env
+Adding /common/home/users/d/dh.huang.2023/common2/code/rapget-translation to sys.path
+loading: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/eval_modules/calc_repetitions.py
+loading /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/llm_toolkit/translation_utils.py
+CUDA is available, we have found 1 GPU(s)
+NVIDIA L40
+CUDA version: 12.1
+Qwen/Qwen2-7B-Instruct llama-factory/saves/Qwen2-7B-Instruct/checkpoint-105 False datasets/mac/mac.tsv results/mac-results_rpp_with_mnt_2048.csv False 2048 2
+(0) GPU = NVIDIA L40. Max memory = 44.309 GB.
+0.0 GB of memory reserved.
+loading model: Qwen/Qwen2-7B-Instruct with adapter: llama-factory/saves/Qwen2-7B-Instruct/checkpoint-105
+
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+
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+(2) GPU = NVIDIA L40. Max memory = 44.309 GB.
+14.994 GB of memory reserved.
+loading train/test data files
+
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+
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+DatasetDict({
+ train: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 4528
+ })
+ test: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 1133
+ })
+})
+--------------------------------------------------
+chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+--------------------------------------------------
+english: Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.
+--------------------------------------------------
+text: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English:<|im_end|>
+<|im_start|>assistant
+Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.<|im_end|>
+--------------------------------------------------
+prompt: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English:<|im_end|>
+<|im_start|>assistant
+
+--------------------------------------------------
+chinese: 对我一刻也不能放松。
+--------------------------------------------------
+english: People shouldn't let up on me for a minute.
+--------------------------------------------------
+text: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English:<|im_end|>
+<|im_start|>assistant
+People shouldn't let up on me for a minute.<|im_end|>
+--------------------------------------------------
+prompt: <|im_start|>system
+You are a helpful assistant that translates Chinese to English.<|im_end|>
+<|im_start|>user
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English:<|im_end|>
+<|im_start|>assistant
+
+Evaluating model: Qwen/Qwen2-7B-Instruct/checkpoint-105 on cuda
+*** Evaluating with repetition_penalty: 1.0
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+Batch output: ['Old Geng raised his rifle and squinted through the sights. He squeezed the trigger and a hail of golden sparrows fell to the ground, the iron shot flying through the air and making a crackling sound as it struck the willow branches.', 'Next morning, before the dawn, Grannie Liu got up and dressed herself, and then taught Ban-er a few words of greeting. The little boy, who was only five or six years old, was delighted at the prospect of going into the city with her, and readily promised to behave himself.']
+Qwen/Qwen2-7B-Instruct/checkpoint-105/rpp-1.00 metrics: {'meteor': 0.442240791493943, 'sacrebleu': {'score': 14.38814929350883, 'counts': [13928, 5797, 2910, 1594], 'totals': [32300, 31167, 30034, 28903], 'precisions': [43.12074303405573, 18.599801071646294, 9.689019111673437, 5.514998443068194], 'bp': 1.0, 'sys_len': 32300, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1438814929350883, 'precisions': [0.43120743034055725, 0.18599801071646294, 0.09689019111673437, 0.055149984430681934], 'brevity_penalty': 1.0, 'length_ratio': 1.0698906922822127, 'translation_length': 32300, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4725216451991883, 'rouge2': 0.22786235702382726, 'rougeL': 0.416132985831141, 'rougeLsum': 0.41631777043936397}, 'accuracy': 0.01235657546337158, 'correct_ids': [41, 77, 133, 193, 240, 272, 348, 533, 567, 658, 659, 778, 813, 893]}
+*** Evaluating with repetition_penalty: 1.02
+
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+Batch output: ['Old Geng raised his gun and squinted through one of his triangular eyes. He pulled the trigger and a hailstorm of golden sparrows fell to the ground, the iron shot flying through the air with a whistling sound.', 'Next morning, before the dawn, Grannie Liu got up and dressed herself, and then taught Ban-er a few words of greeting. The little boy, who was only five years old, was delighted at the prospect of going into the city with her, and readily promised to behave himself.']
+Qwen/Qwen2-7B-Instruct/checkpoint-105/rpp-1.02 metrics: {'meteor': 0.4400998640836595, 'sacrebleu': {'score': 15.16172261831792, 'counts': [13862, 5719, 2841, 1539], 'totals': [30104, 28971, 27839, 26709], 'precisions': [46.047036938612806, 19.74043008525767, 10.205107942095621, 5.762102662024037], 'bp': 0.9971473134442691, 'sys_len': 30104, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1516172261831792, 'precisions': [0.46047036938612806, 0.1974043008525767, 0.10205107942095622, 0.05762102662024037], 'brevity_penalty': 0.9971473134442691, 'length_ratio': 0.99715137462736, 'translation_length': 30104, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.47352341600145975, 'rouge2': 0.22741373602051046, 'rougeL': 0.41650170461678426, 'rougeLsum': 0.41657156774513204}, 'accuracy': 0.01500441306266549, 'correct_ids': [41, 77, 133, 193, 240, 272, 348, 364, 419, 444, 533, 567, 658, 659, 778, 813, 893]}
+*** Evaluating with repetition_penalty: 1.04
+
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+Batch output: ['Old Geng raised his gun and squinted through one of his triangular eyes. He pulled the trigger and a hailstorm of golden sparrows fell from the sky, scattering iron shot among the willow branches with a crackling sound.', 'Next morning, before the dawn, Grannie Liu got up and dressed herself, and then taught Ban-er a few words of greeting. The little boy was delighted at the prospect of going into the city with her, and readily promised to behave himself.']
+Qwen/Qwen2-7B-Instruct/checkpoint-105/rpp-1.04 metrics: {'meteor': 0.4390136558190875, 'sacrebleu': {'score': 14.958631815014014, 'counts': [13759, 5613, 2783, 1517], 'totals': [28164, 27031, 25899, 24769], 'precisions': [48.85314585996307, 20.765047538011913, 10.745588632765743, 6.124591222899592], 'bp': 0.9305906335566243, 'sys_len': 28164, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.14958631815014015, 'precisions': [0.4885314585996307, 0.20765047538011913, 0.10745588632765744, 0.06124591222899592], 'brevity_penalty': 0.9305906335566243, 'length_ratio': 0.932891685988738, 'translation_length': 28164, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.47287026394183107, 'rouge2': 0.22564876335011863, 'rougeL': 0.41430728781734444, 'rougeLsum': 0.4144494968879802}, 'accuracy': 0.01500441306266549, 'correct_ids': [41, 77, 133, 193, 240, 272, 348, 364, 419, 533, 534, 567, 658, 659, 712, 778, 893]}
+*** Evaluating with repetition_penalty: 1.06
+
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+Batch output: ['Old Geng raised his gun and squinted through one of his triangular eyes. He pulled the trigger and a hailstorm of golden sparrows fell from the sky, scattering iron shot among the willow branches with a crackling sound.', 'Next morning, before daybreak, Grannie Liu got up and went through her toilet preparations, then gave Ban-er a few words of advice; a five-year-old boy who was being taken on his first trip into the city would naturally be delighted to oblige.']
+Qwen/Qwen2-7B-Instruct/checkpoint-105/rpp-1.06 metrics: {'meteor': 0.43283215765150845, 'sacrebleu': {'score': 14.28087386760537, 'counts': [13576, 5378, 2624, 1414], 'totals': [28015, 26882, 25750, 24620], 'precisions': [48.459753703373195, 20.005951938099845, 10.190291262135922, 5.743298131600325], 'bp': 0.9253002679095207, 'sys_len': 28015, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.14280873867605376, 'precisions': [0.48459753703373193, 0.20005951938099845, 0.10190291262135923, 0.05743298131600325], 'brevity_penalty': 0.9253002679095207, 'length_ratio': 0.9279562769128851, 'translation_length': 28015, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4677993946062576, 'rouge2': 0.217821777949934, 'rougeL': 0.4074701144423907, 'rougeLsum': 0.4075726802336589}, 'accuracy': 0.01323918799646955, 'correct_ids': [41, 77, 133, 193, 240, 272, 348, 419, 533, 534, 567, 658, 659, 712, 778]}
+*** Evaluating with repetition_penalty: 1.08
+
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+Batch output: ['Old Geng raised his gun and squinted through one of its triangular eyes. He pulled the trigger and a hailstorm of golden sparrows fell from the sky, scattering iron shot among the branches with a crackling sound.', 'Next morning, before daybreak, Grannie Liu got up and went through her toilet preparations; then she gave Ban-er a few words of advice. The five-year-old was delighted at the prospect of going into the city with his Grandmother and readily agreed to do anything she asked him.']
+Qwen/Qwen2-7B-Instruct/checkpoint-105/rpp-1.08 metrics: {'meteor': 0.423560805217557, 'sacrebleu': {'score': 13.659683698817107, 'counts': [13292, 5166, 2481, 1331], 'totals': [27989, 26856, 25724, 24593], 'precisions': [47.4900853906892, 19.23592493297587, 9.64468978385943, 5.412109136746229], 'bp': 0.9243744538291634, 'sys_len': 27989, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1365968369881711, 'precisions': [0.474900853906892, 0.1923592493297587, 0.09644689783859431, 0.054121091367462286], 'brevity_penalty': 0.9243744538291634, 'length_ratio': 0.9270950645909242, 'translation_length': 27989, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.458936520079681, 'rouge2': 0.2091979850792561, 'rougeL': 0.39701588750181893, 'rougeLsum': 0.39707962049632983}, 'accuracy': 0.01235657546337158, 'correct_ids': [41, 193, 240, 272, 348, 364, 419, 533, 534, 567, 658, 659, 712, 778]}
+*** Evaluating with repetition_penalty: 1.1
+
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+Batch output: ['Old Geng raised his gun and squinted through one of its triangular eyes. He pulled the trigger and a hailstorm of golden sparrows fell from the sky, scattering iron shot among the branches with a crackling sound.', 'Next morning, before daybreak, Grannie Liu got up and dressed herself; then she gave Ban-er a few words of advice and set off with him for her first trip into the city. The little boy was so delighted at being taken on this outing that he readily agreed to do anything she asked.']
+Qwen/Qwen2-7B-Instruct/checkpoint-105/rpp-1.10 metrics: {'meteor': 0.41350531365414334, 'sacrebleu': {'score': 12.922649874705083, 'counts': [13085, 4914, 2311, 1222], 'totals': [28265, 27132, 26000, 24869], 'precisions': [46.29400318415001, 18.111455108359134, 8.888461538461538, 4.913748039728175], 'bp': 0.9341619789919756, 'sys_len': 28265, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.12922649874705075, 'precisions': [0.46294003184150007, 0.18111455108359134, 0.08888461538461538, 0.04913748039728175], 'brevity_penalty': 0.9341619789919756, 'length_ratio': 0.9362371646240477, 'translation_length': 28265, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4495020579370753, 'rouge2': 0.19981611515666292, 'rougeL': 0.38823347181996903, 'rougeLsum': 0.388233320763958}, 'accuracy': 0.01059135039717564, 'correct_ids': [41, 193, 240, 272, 348, 419, 533, 534, 567, 658, 659, 712]}
+(3) GPU = NVIDIA L40. Max memory = 44.309 GB.
+43.791 GB of memory reserved.
+Current Directory:
+/common/home/users/d/dh.huang.2023/code/rapget-translation
+Evaluating shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+loading env vars from: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/.env
+Adding /common/home/users/d/dh.huang.2023/common2/code/rapget-translation to sys.path
+loading: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/eval_modules/calc_repetitions.py
+loading /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/llm_toolkit/translation_utils.py
+CUDA is available, we have found 1 GPU(s)
+NVIDIA L40
+CUDA version: 12.1
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat llama-factory/saves/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70 False datasets/mac/mac.tsv results/mac-results_rpp_with_mnt_2048.csv False 2048 2
+(0) GPU = NVIDIA L40. Max memory = 44.309 GB.
+0.0 GB of memory reserved.
+loading model: shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat with adapter: llama-factory/saves/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70
+
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+(2) GPU = NVIDIA L40. Max memory = 44.309 GB.
+13.744 GB of memory reserved.
+loading train/test data files
+
Map: 0%| | 0/4528 [00:00, ? examples/s]
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+
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+DatasetDict({
+ train: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 4528
+ })
+ test: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 1133
+ })
+})
+--------------------------------------------------
+chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+--------------------------------------------------
+english: Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.
+--------------------------------------------------
+text: You are a helpful assistant that translates Chinese to English. [INST] You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English: [/INST]Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.
+--------------------------------------------------
+prompt: You are a helpful assistant that translates Chinese to English. [INST] You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English: [/INST]
+--------------------------------------------------
+chinese: 对我一刻也不能放松。
+--------------------------------------------------
+english: People shouldn't let up on me for a minute.
+--------------------------------------------------
+text: You are a helpful assistant that translates Chinese to English. [INST] You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English: [/INST]People shouldn't let up on me for a minute.
+--------------------------------------------------
+prompt: You are a helpful assistant that translates Chinese to English. [INST] You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English: [/INST]
+Evaluating model: shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70 on cuda
+*** Evaluating with repetition_penalty: 1.0
+
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+Batch output: ['Old Geng raised his shotgun, squinting through the barrel, and fired. The bullets flew like hail, tearing through the air with a loud crackling sound.', 'The next morning, before daybreak, Grannie Liu got up, combed her hair, and taught Ban-er a few words. The five- or six-year-old child was delighted to hear that she was to be taken into the city to see it.']
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70/rpp-1.00 metrics: {'meteor': 0.4068335357738006, 'sacrebleu': {'score': 13.565136550617618, 'counts': [12838, 5088, 2483, 1364], 'totals': [27178, 26045, 24913, 23782], 'precisions': [47.23673559496652, 19.535419466308312, 9.966684060530646, 5.735430157261795], 'bp': 0.8950954378435743, 'sys_len': 27178, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.13565136550617618, 'precisions': [0.47236735594966517, 0.19535419466308312, 0.09966684060530646, 0.05735430157261795], 'brevity_penalty': 0.8950954378435743, 'length_ratio': 0.9002318648559126, 'translation_length': 27178, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.441783775679482, 'rouge2': 0.20802854602026627, 'rougeL': 0.3868124913357197, 'rougeLsum': 0.38676935451291955}, 'accuracy': 0.01235657546337158, 'correct_ids': [77, 170, 193, 199, 240, 348, 364, 413, 501, 659, 712, 893, 1000, 1011]}
+*** Evaluating with repetition_penalty: 1.02
+
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+Batch output: ['Old Geng raised his shotgun and squinted through the barrel. The pump-action rattled, and a flock of golden sparrows, like hailstones, flew downward, scattering the gravel on the ground.', 'The next morning, before daybreak, Grannie Liu got up and combed her hair and taught Ban-er a few words. The five- or six-year-old child was delighted to hear that she was going to be taken into the city to see it.']
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70/rpp-1.02 metrics: {'meteor': 0.4064914781094827, 'sacrebleu': {'score': 13.42987641622816, 'counts': [12758, 5058, 2451, 1341], 'totals': [28989, 27856, 26726, 25597], 'precisions': [44.00979681948325, 18.15766800689259, 9.170844870163885, 5.238895183029261], 'bp': 0.959416964423744, 'sys_len': 28989, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1342987641622816, 'precisions': [0.44009796819483255, 0.1815766800689259, 0.09170844870163886, 0.052388951830292615], 'brevity_penalty': 0.959416964423744, 'length_ratio': 0.9602186154355747, 'translation_length': 28989, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4421441020596246, 'rouge2': 0.2085812275023155, 'rougeL': 0.3867999330704267, 'rougeLsum': 0.38689283841179467}, 'accuracy': 0.01235657546337158, 'correct_ids': [77, 170, 193, 199, 240, 348, 364, 413, 419, 533, 659, 712, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.04
+
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+Batch output: ['Old Geng raised his shotgun and squinted through the barrel. The pump-action rattled, and a flock of golden sparrows, like hailstones, flew downward, scattering the gravel on the ground.', 'The next morning, before daybreak, Grannie Liu got up and combed her hair and taught Ban-er a few words. The five- or six-year-old child was delighted to hear that she was going to be taken into the city to see it.']
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70/rpp-1.04 metrics: {'meteor': 0.40548598969949756, 'sacrebleu': {'score': 13.295092218891954, 'counts': [12724, 5025, 2429, 1319], 'totals': [26738, 25605, 24475, 23346], 'precisions': [47.587702894756525, 19.625073227885178, 9.924412665985699, 5.649790113938148], 'bp': 0.8788819900620147, 'sys_len': 26738, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.13295092218891957, 'precisions': [0.4758770289475653, 0.19625073227885179, 0.09924412665985699, 0.05649790113938148], 'brevity_penalty': 0.8788819900620147, 'length_ratio': 0.8856575024842663, 'translation_length': 26738, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4420063661952604, 'rouge2': 0.20741606964664072, 'rougeL': 0.38544384770146756, 'rougeLsum': 0.38554857443745194}, 'accuracy': 0.01235657546337158, 'correct_ids': [77, 170, 193, 199, 240, 348, 364, 413, 419, 533, 659, 712, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.06
+
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+Batch output: ['Old Geng raised his shotgun and squinted through the barrel at the pigeons. The pump-action sent them flying downward like hailstones.', 'The next morning, before daybreak, Grannie Liu got up and combed her hair and taught Ban-er a few words. The five- or six-year-old child was delighted to hear that she was going to be taken into town to see the sights.']
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70/rpp-1.06 metrics: {'meteor': 0.4014727027723293, 'sacrebleu': {'score': 13.10860799057166, 'counts': [12576, 4920, 2380, 1316], 'totals': [26625, 25492, 24362, 23233], 'precisions': [47.23380281690141, 19.30017260316962, 9.769312864296856, 5.664356733956011], 'bp': 0.8746804025147011, 'sys_len': 26625, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1310860799057166, 'precisions': [0.4723380281690141, 0.1930017260316962, 0.09769312864296856, 0.05664356733956011], 'brevity_penalty': 0.8746804025147012, 'length_ratio': 0.8819145412388208, 'translation_length': 26625, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4376389822422547, 'rouge2': 0.2040641742765786, 'rougeL': 0.3811806998925504, 'rougeLsum': 0.38112539234204185}, 'accuracy': 0.01323918799646955, 'correct_ids': [77, 170, 193, 199, 240, 348, 364, 413, 419, 533, 658, 659, 712, 1000, 1011]}
+*** Evaluating with repetition_penalty: 1.08
+
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+Batch output: ['Old Geng raised his shotgun and squinted through the barrel at the pigeons. The pump-action sent them flying downward like hailstones.', 'The next morning, before daybreak, Grannie Liu got up and combed her hair and taught Ban-er a few words. The five- or six-year-old child was delighted to hear that she would be taken into town to see things.']
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70/rpp-1.08 metrics: {'meteor': 0.3987018836449559, 'sacrebleu': {'score': 12.850537785783194, 'counts': [12492, 4841, 2333, 1268], 'totals': [26674, 25541, 24411, 23282], 'precisions': [46.832121166679165, 18.953838925648956, 9.557166851009791, 5.446267502791857], 'bp': 0.8765042277224284, 'sys_len': 26674, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1285053778578319, 'precisions': [0.46832121166679164, 0.18953838925648955, 0.0955716685100979, 0.054462675027918565], 'brevity_penalty': 0.8765042277224284, 'length_ratio': 0.8835375952302087, 'translation_length': 26674, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4371097939030575, 'rouge2': 0.2017878256631544, 'rougeL': 0.3795596153966111, 'rougeLsum': 0.37945795086502865}, 'accuracy': 0.01412180052956752, 'correct_ids': [77, 170, 193, 199, 240, 348, 364, 413, 419, 533, 534, 658, 659, 712, 1000, 1011]}
+*** Evaluating with repetition_penalty: 1.1
+
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+Batch output: ['Old Geng raised his shotgun and squinted through the barrel at the pigeons. The pump-action sent them flying downward like hailstones.', 'The next morning, before daybreak, Grannie Liu got up and combed her hair and taught Ban-er a few words. The five- or six-year-old child was delighted when she heard that she would be taken into town for a walk.']
+shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat/checkpoint-70/rpp-1.10 metrics: {'meteor': 0.39322399484561765, 'sacrebleu': {'score': 12.361161644811926, 'counts': [12268, 4702, 2227, 1194], 'totals': [26524, 25391, 24261, 23132], 'precisions': [46.2524506107676, 18.518372651726988, 9.179341329706112, 5.16168078851807], 'bp': 0.8709119070178578, 'sys_len': 26524, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.12361161644811926, 'precisions': [0.4625245061076761, 0.1851837265172699, 0.09179341329706113, 0.0516168078851807], 'brevity_penalty': 0.8709119070178578, 'length_ratio': 0.8785690626035111, 'translation_length': 26524, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.43175417574873365, 'rouge2': 0.19535572366356505, 'rougeL': 0.3738668973527226, 'rougeLsum': 0.3735320133216692}, 'accuracy': 0.01323918799646955, 'correct_ids': [77, 170, 193, 199, 240, 348, 364, 413, 419, 533, 534, 658, 659, 712, 1011]}
+(3) GPU = NVIDIA L40. Max memory = 44.309 GB.
+43.701 GB of memory reserved.
+Current Directory:
+/common/home/users/d/dh.huang.2023/code/rapget-translation
+Evaluating shenzhi-wang/Llama3.1-8B-Chinese-Chat
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+[nltk_data] Downloading package wordnet to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package wordnet is already up-to-date!
+[nltk_data] Downloading package punkt to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package punkt is already up-to-date!
+[nltk_data] Downloading package omw-1.4 to
+[nltk_data] /common/home/users/d/dh.huang.2023/nltk_data...
+[nltk_data] Package omw-1.4 is already up-to-date!
+loading env vars from: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/.env
+Adding /common/home/users/d/dh.huang.2023/common2/code/rapget-translation to sys.path
+loading: /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/eval_modules/calc_repetitions.py
+loading /common/home/users/d/dh.huang.2023/common2/code/rapget-translation/llm_toolkit/translation_utils.py
+CUDA is available, we have found 1 GPU(s)
+NVIDIA L40
+CUDA version: 12.1
+shenzhi-wang/Llama3.1-8B-Chinese-Chat llama-factory/saves/Llama3.1-8B-Chinese-Chat/checkpoint-105 False datasets/mac/mac.tsv results/mac-results_rpp_with_mnt_2048.csv False 2048 2
+(0) GPU = NVIDIA L40. Max memory = 44.309 GB.
+0.0 GB of memory reserved.
+loading model: shenzhi-wang/Llama3.1-8B-Chinese-Chat with adapter: llama-factory/saves/Llama3.1-8B-Chinese-Chat/checkpoint-105
+
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+(2) GPU = NVIDIA L40. Max memory = 44.309 GB.
+15.201 GB of memory reserved.
+loading train/test data files
+
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+
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+DatasetDict({
+ train: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 4528
+ })
+ test: Dataset({
+ features: ['chinese', 'english', 'text', 'prompt'],
+ num_rows: 1133
+ })
+})
+--------------------------------------------------
+chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+--------------------------------------------------
+english: Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.
+--------------------------------------------------
+text: <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+You are a helpful assistant that translates Chinese to English.<|eot_id|><|start_header_id|>user<|end_header_id|>
+
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English:<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.<|eot_id|>
+--------------------------------------------------
+prompt: <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+You are a helpful assistant that translates Chinese to English.<|eot_id|><|start_header_id|>user<|end_header_id|>
+
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 老耿端起枪,眯缝起一只三角眼,一搂扳机响了枪,冰雹般的金麻雀劈哩啪啦往下落,铁砂子在柳枝间飞迸着,嚓嚓有声。
+English:<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+
+--------------------------------------------------
+chinese: 对我一刻也不能放松。
+--------------------------------------------------
+english: People shouldn't let up on me for a minute.
+--------------------------------------------------
+text: <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+You are a helpful assistant that translates Chinese to English.<|eot_id|><|start_header_id|>user<|end_header_id|>
+
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English:<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+People shouldn't let up on me for a minute.<|eot_id|>
+--------------------------------------------------
+prompt: <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+You are a helpful assistant that translates Chinese to English.<|eot_id|><|start_header_id|>user<|end_header_id|>
+
+You will be given a Chinese sentence to translate. If it is an incomplete sentence, or if you are unsure about the meaning, simply copy the input text as your output. Do not output any additional sentence such as explanation or reasoning.
+
+Chinese: 对我一刻也不能放松。
+English:<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+
+Evaluating model: shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105 on cuda
+*** Evaluating with repetition_penalty: 1.0
+
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+Batch output: ['Old Geng raised his gun, narrowed one eye, and pulled the trigger. The gold sparrow fell like hail, and the iron sand flew through the willow branches, making a rattling sound.', 'Next morning, before it was light, Grannie Liu was up and about, combing her hair and washing her face, and then she gave Ban-er a few words of advice. The child, who was only five, was delighted at the prospect of going into town with her and promised to do everything she told him.']
+shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105/rpp-1.00 metrics: {'meteor': 0.43363250166217604, 'sacrebleu': {'score': 15.209540658023398, 'counts': [13725, 5680, 2864, 1576], 'totals': [30202, 29069, 27938, 26808], 'precisions': [45.44401033044169, 19.5397158484984, 10.251270670770992, 5.878842136675619], 'bp': 1.0, 'sys_len': 30202, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1520954065802339, 'precisions': [0.4544401033044169, 0.195397158484984, 0.10251270670770993, 0.058788421366756195], 'brevity_penalty': 1.0, 'length_ratio': 1.0003974826101358, 'translation_length': 30202, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.46574646569267597, 'rouge2': 0.22220475962190855, 'rougeL': 0.4085250931213098, 'rougeLsum': 0.4087287669827313}, 'accuracy': 0.0088261253309797, 'correct_ids': [77, 199, 240, 348, 413, 493, 659, 778, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.02
+
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+Batch output: ['Old Geng raised his gun, narrowed one eye, and pulled the trigger. The gold sparrow fell like hail, and the iron sand flew through the willow branches, making a rattling sound.', 'Next morning, before daybreak, Grannie Liu was up and about, combing her hair and washing her face, and then she gave Ban-er a few words of advice. The five-year-old boy was delighted at the prospect of going into town with her and promised to do everything she told him.']
+shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105/rpp-1.02 metrics: {'meteor': 0.4329054166518245, 'sacrebleu': {'score': 15.19102241646024, 'counts': [13657, 5640, 2853, 1589], 'totals': [30050, 28917, 27786, 26656], 'precisions': [45.447587354409315, 19.504097935470483, 10.267760742820125, 5.961134453781512], 'bp': 0.9953519340185992, 'sys_len': 30050, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1519102241646024, 'precisions': [0.4544758735440932, 0.19504097935470485, 0.10267760742820126, 0.05961134453781513], 'brevity_penalty': 0.9953519340185992, 'length_ratio': 0.9953627028817489, 'translation_length': 30050, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4655011859034933, 'rouge2': 0.2214527701430024, 'rougeL': 0.40675882590991463, 'rougeLsum': 0.40728212126596697}, 'accuracy': 0.0088261253309797, 'correct_ids': [77, 199, 240, 348, 413, 493, 659, 778, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.04
+
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+Batch output: ['Old Geng raised his gun and narrowed one eye. He pulled the trigger, and the golden sparrows fell from the sky like hailstones, scattering iron sand everywhere.', 'Next morning, before daybreak, Grannie Liu was up and dressed and had been giving Ban-er a few words of advice on how to behave himself in the city. The child, who was only five years old, was delighted at the prospect of going with them on this expedition and promised to do exactly as he was told.']
+shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105/rpp-1.04 metrics: {'meteor': 0.43204787009562073, 'sacrebleu': {'score': 15.051351661582961, 'counts': [13570, 5619, 2831, 1549], 'totals': [27883, 26750, 25619, 24489], 'precisions': [48.66764695334074, 21.005607476635515, 11.05039228697451, 6.325288905222753], 'bp': 0.9205917711281588, 'sys_len': 27883, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.15051351661582968, 'precisions': [0.48667646953340743, 0.21005607476635513, 0.11050392286974511, 0.06325288905222753], 'brevity_penalty': 0.9205917711281588, 'length_ratio': 0.9235839682013912, 'translation_length': 27883, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.46500359081022, 'rouge2': 0.2203589660685962, 'rougeL': 0.40594120329018857, 'rougeLsum': 0.4064466799332847}, 'accuracy': 0.009708737864077669, 'correct_ids': [77, 199, 240, 348, 413, 493, 533, 659, 778, 893, 1011]}
+*** Evaluating with repetition_penalty: 1.06
+
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+Batch output: ['Old Geng raised his gun and narrowed one eye. He pulled the trigger, and the golden sparrows fell from the sky like hailstones, scattering iron sand everywhere.', 'Next morning Grannie Liu was up and dressed before daybreak, and had already been teaching Ban-er a few words of greeting for the people they were going to see in town. The five-year-old boy was delighted at the prospect of being taken on this expedition with his mother, and promised to do everything she told him.']
+shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105/rpp-1.06 metrics: {'meteor': 0.42754293149125455, 'sacrebleu': {'score': 14.449130821290163, 'counts': [13487, 5402, 2675, 1457], 'totals': [27996, 26863, 25733, 24604], 'precisions': [48.174739248464064, 20.109444216952685, 10.39521237321727, 5.921801333116567], 'bp': 0.9246237894263183, 'sys_len': 27996, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1444913082129016, 'precisions': [0.48174739248464066, 0.20109444216952685, 0.10395212373217269, 0.059218013331165664], 'brevity_penalty': 0.9246237894263183, 'length_ratio': 0.9273269294468367, 'translation_length': 27996, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4613063823446796, 'rouge2': 0.2136512051715268, 'rougeL': 0.40019534632317794, 'rougeLsum': 0.40060613340669327}, 'accuracy': 0.009708737864077669, 'correct_ids': [77, 199, 240, 348, 413, 419, 493, 533, 659, 778, 1011]}
+*** Evaluating with repetition_penalty: 1.08
+
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+Batch output: ['Old Geng raised his gun and narrowed one eye. He pulled the trigger, and the goldfinch fell like hail, its body flying in all directions, making a rattling sound as it hit the ground.', 'Next morning Grannie Liu was up and dressed before daybreak, and had already been instructing Ban-er in a few words of greeting for the people they were going to see on their visit to town. The five-year-old boy was delighted at the prospect of being taken into the city with them, and promised to do his best to behave himself.']
+shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105/rpp-1.08 metrics: {'meteor': 0.4206626658729054, 'sacrebleu': {'score': 13.933703757385222, 'counts': [13298, 5244, 2554, 1379], 'totals': [27957, 26824, 25695, 24567], 'precisions': [47.56590478234431, 19.54965702356099, 9.93967697995719, 5.613220987503562], 'bp': 0.9232339020413112, 'sys_len': 27957, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.13933703757385224, 'precisions': [0.47565904782344315, 0.1954965702356099, 0.0993967697995719, 0.056132209875035616], 'brevity_penalty': 0.9232339020413112, 'length_ratio': 0.9260351109638953, 'translation_length': 27957, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.4563968386883635, 'rouge2': 0.20800650935436066, 'rougeL': 0.39618722141158824, 'rougeLsum': 0.39647905645595266}, 'accuracy': 0.009708737864077669, 'correct_ids': [77, 199, 240, 348, 413, 419, 493, 533, 659, 778, 1011]}
+*** Evaluating with repetition_penalty: 1.1
+
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+Batch output: ['Old Geng raised his gun and narrowed one eye. He pulled the trigger, and the goldfinch fell like hail, its body flying apart in the air with a series of sharp crackling sounds.', 'Next morning Grannie Liu was up and dressed before daybreak, and had already been teaching Ban-er some new words of command. The five-year-old boy was delighted at the prospect of going into town with her on this expedition, and promised to do everything she told him.']
+shenzhi-wang/Llama3.1-8B-Chinese-Chat/checkpoint-105/rpp-1.10 metrics: {'meteor': 0.41112112403991513, 'sacrebleu': {'score': 13.303738403756983, 'counts': [13047, 5030, 2416, 1287], 'totals': [28037, 26904, 25774, 24645], 'precisions': [46.53493597745836, 18.696104668450786, 9.37378753782882, 5.2221545952525865], 'bp': 0.9260830302901389, 'sys_len': 28037, 'ref_len': 30190}, 'bleu_scores': {'bleu': 0.1330373840375698, 'precisions': [0.4653493597745836, 0.1869610466845079, 0.09373787537828819, 0.052221545952525865], 'brevity_penalty': 0.9260830302901389, 'length_ratio': 0.9286849950314674, 'translation_length': 28037, 'reference_length': 30190}, 'rouge_scores': {'rouge1': 0.44665463223720764, 'rouge2': 0.20100485052166372, 'rougeL': 0.38699479530582576, 'rougeLsum': 0.3871881366869554}, 'accuracy': 0.009708737864077669, 'correct_ids': [77, 199, 240, 348, 413, 493, 533, 659, 712, 778, 1011]}
+(3) GPU = NVIDIA L40. Max memory = 44.309 GB.
+43.77 GB of memory reserved.
+Job ID: 79340
+Cluster: crimson
+User/Group: dh.huang.2023/dh.huang.2023
+State: COMPLETED (exit code 0)
+Nodes: 1
+Cores per node: 10
+CPU Utilized: 11:40:54
+CPU Efficiency: 9.94% of 4-21:33:40 core-walltime
+Job Wall-clock time: 11:45:22
+Memory Utilized: 5.08 GB
+Memory Efficiency: 1.99% of 256.00 GB