developer_uid: sao10k
submission_id: sao10k-lyra-4-2-chai_v3
model_name: lyra42x
model_group: Sao10K/lyra-4-2-chai
status: torndown
timestamp: 2024-09-26T06:35:42+00:00
num_battles: 2987
num_wins: 1531
celo_rating: 1261.92
family_friendly_score: 0.5671367962389635
family_friendly_standard_error: 0.009167182716100815
submission_type: basic
model_repo: Sao10K/lyra-4-2-chai
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 512
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6935030307821071, 'latency_mean': 1.441895625591278, 'latency_p50': 1.4416394233703613, 'latency_p90': 1.5959074735641479}, {'batch_size': 3, 'throughput': 1.3180947649240267, 'latency_mean': 2.2676336801052095, 'latency_p50': 2.2751269340515137, 'latency_p90': 2.5242862701416016}, {'batch_size': 5, 'throughput': 1.5523801766877363, 'latency_mean': 3.2088024842739107, 'latency_p50': 3.231033205986023, 'latency_p90': 3.6588056802749636}, {'batch_size': 6, 'throughput': 1.5952244161759184, 'latency_mean': 3.73923330783844, 'latency_p50': 3.7287819385528564, 'latency_p90': 4.268093895912171}, {'batch_size': 8, 'throughput': 1.5859515027549211, 'latency_mean': 5.021073160171508, 'latency_p50': 5.034155011177063, 'latency_p90': 5.671038269996643}, {'batch_size': 10, 'throughput': 1.539461751860951, 'latency_mean': 6.4540984416008, 'latency_p50': 6.55182421207428, 'latency_p90': 7.355883145332337}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: lyra42x
ineligible_reason: num_battles<5000
is_internal_developer: False
language_model: Sao10K/lyra-4-2-chai
model_size: 13B
ranking_group: single
throughput_3p7s: 1.6
us_pacific_date: 2024-09-25
win_ratio: 0.5125544024104453
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.2, 'top_k': 50, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n\n', '\nYou:', '[/INST]', '<|im_end|>', '</s>'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name sao10k-lyra-4-2-chai-v3-mkmlizer
Waiting for job on sao10k-lyra-4-2-chai-v3-mkmlizer to finish
sao10k-lyra-4-2-chai-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
sao10k-lyra-4-2-chai-v3-mkmlizer: ║     _____            __           __                                ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║       /___/                                                         ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  https://mk1.ai                                                     ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  belonging to:                                                      ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  Chai Research Corp.                                                ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
sao10k-lyra-4-2-chai-v3-mkmlizer: Downloaded to shared memory in 48.961s
sao10k-lyra-4-2-chai-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8vt0745y, device:0
sao10k-lyra-4-2-chai-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
sao10k-lyra-4-2-chai-v3-mkmlizer: quantized model in 37.619s
sao10k-lyra-4-2-chai-v3-mkmlizer: Processed model Sao10K/lyra-4-2-chai in 86.580s
sao10k-lyra-4-2-chai-v3-mkmlizer: creating bucket guanaco-mkml-models
sao10k-lyra-4-2-chai-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
sao10k-lyra-4-2-chai-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v3
sao10k-lyra-4-2-chai-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v3/config.json
sao10k-lyra-4-2-chai-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v3/special_tokens_map.json
sao10k-lyra-4-2-chai-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v3/tokenizer_config.json
sao10k-lyra-4-2-chai-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v3/tokenizer.json
Job sao10k-lyra-4-2-chai-v3-mkmlizer completed after 130.58s with status: succeeded
Stopping job with name sao10k-lyra-4-2-chai-v3-mkmlizer
Pipeline stage MKMLizer completed in 131.52s
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Creating inference service sao10k-lyra-4-2-chai-v3
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Inference service sao10k-lyra-4-2-chai-v3 ready after 210.48917031288147s
Pipeline stage MKMLDeployer completed in 210.83s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1069769859313965s
Received healthy response to inference request in 1.5816936492919922s
Received healthy response to inference request in 1.8250269889831543s
Received healthy response to inference request in 1.7622709274291992s
Received healthy response to inference request in 1.626274824142456s
5 requests
0 failed requests
5th percentile: 1.590609884262085
10th percentile: 1.5995261192321777
20th percentile: 1.6173585891723632
30th percentile: 1.6534740447998046
40th percentile: 1.707872486114502
50th percentile: 1.7622709274291992
60th percentile: 1.7873733520507813
70th percentile: 1.8124757766723634
80th percentile: 1.8814169883728027
90th percentile: 1.9941969871520997
95th percentile: 2.050586986541748
99th percentile: 2.095698986053467
mean time: 1.7804486751556396
Pipeline stage StressChecker completed in 9.52s
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Inference service sao10k-lyra-4-2-chai-v3-profiler ready after 220.5096938610077s
Pipeline stage MKMLProfilerDeployer completed in 220.86s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/sao10k-lyra-4-2-chai-v3-profiler-predictor-00001-deploymenj5dgk:/code/chaiverse_profiler_1727333173 --namespace tenant-chaiml-guanaco
kubectl exec -it sao10k-lyra-4-2-chai-v3-profiler-predictor-00001-deploymenj5dgk --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727333173 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1727333173/summary.json'
kubectl exec -it sao10k-lyra-4-2-chai-v3-profiler-predictor-00001-deploymenj5dgk --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727333173/summary.json'
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