sao10k-lyra-4-2-chai

submission_id: sao10k-lyra-4-2-chai_v2

developer_uid: sao10k

best_of: 8

celo_rating: 1267.9

display_name: lyra42x

family_friendly_score: 0.5587837134228887

family_friendly_standard_error: 0.0061820952545690025

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}

generation_params: {'temperature': 0.75, 'top_p': 1.0, 'min_p': 0.1, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '\n\n', '\nYou:', '[/INST]', '<|im_end|>', '</s>'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: False

language_model: Sao10K/lyra-4-2-chai

latencies: [{'batch_size': 1, 'throughput': 0.6970580298619455, 'latency_mean': 1.4344988000392913, 'latency_p50': 1.434069037437439, 'latency_p90': 1.5964512825012207}, {'batch_size': 3, 'throughput': 1.3275466748465974, 'latency_mean': 2.252317032814026, 'latency_p50': 2.2523359060287476, 'latency_p90': 2.5342344522476195}, {'batch_size': 5, 'throughput': 1.5851207989636118, 'latency_mean': 3.130108011960983, 'latency_p50': 3.1290574073791504, 'latency_p90': 3.512098240852356}, {'batch_size': 6, 'throughput': 1.605508391720776, 'latency_mean': 3.7095135223865507, 'latency_p50': 3.7113828659057617, 'latency_p90': 4.195038652420044}, {'batch_size': 8, 'throughput': 1.6097666158801769, 'latency_mean': 4.943300304412841, 'latency_p50': 4.923093795776367, 'latency_p90': 5.589447951316833}, {'batch_size': 10, 'throughput': 1.559848253756882, 'latency_mean': 6.363549230098724, 'latency_p50': 6.4011088609695435, 'latency_p90': 7.199102807044983}]

max_input_tokens: 512

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: Sao10K/lyra-4-2-chai

model_name: lyra42x

model_num_parameters: 12772070400.0

model_repo: Sao10K/lyra-4-2-chai

model_size: 13B

num_battles: 6572

num_wins: 3354

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 1.62

timestamp: 2024-09-26T02:30:55+00:00

us_pacific_date: 2024-09-25

win_ratio: 0.5103469263542301

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name sao10k-lyra-4-2-chai-v2-mkmlizer
Waiting for job on sao10k-lyra-4-2-chai-v2-mkmlizer to finish
sao10k-lyra-4-2-chai-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
sao10k-lyra-4-2-chai-v2-mkmlizer: ║     _____            __           __                                ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║       /___/                                                         ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  https://mk1.ai                                                     ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  belonging to:                                                      ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  Chai Research Corp.                                                ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ║                                                                     ║
sao10k-lyra-4-2-chai-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
sao10k-lyra-4-2-chai-v2-mkmlizer: Downloaded to shared memory in 48.351s
sao10k-lyra-4-2-chai-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpi29sg62d, device:0
sao10k-lyra-4-2-chai-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
sao10k-lyra-4-2-chai-v2-mkmlizer: quantized model in 35.825s
sao10k-lyra-4-2-chai-v2-mkmlizer: Processed model Sao10K/lyra-4-2-chai in 84.175s
sao10k-lyra-4-2-chai-v2-mkmlizer: creating bucket guanaco-mkml-models
sao10k-lyra-4-2-chai-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
sao10k-lyra-4-2-chai-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v2
sao10k-lyra-4-2-chai-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v2/config.json
sao10k-lyra-4-2-chai-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v2/special_tokens_map.json
sao10k-lyra-4-2-chai-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v2/tokenizer_config.json
sao10k-lyra-4-2-chai-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v2/tokenizer.json
sao10k-lyra-4-2-chai-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/sao10k-lyra-4-2-chai-v2/flywheel_model.0.safetensors
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Job sao10k-lyra-4-2-chai-v2-mkmlizer completed after 112.8s with status: succeeded
Stopping job with name sao10k-lyra-4-2-chai-v2-mkmlizer
Pipeline stage MKMLizer completed in 113.70s
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Creating inference service sao10k-lyra-4-2-chai-v2
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Inference service sao10k-lyra-4-2-chai-v2 ready after 210.5847442150116s
Pipeline stage MKMLDeployer completed in 210.93s
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Received healthy response to inference request in 2.3269171714782715s
Received healthy response to inference request in 1.5935726165771484s
Received healthy response to inference request in 1.6812310218811035s
Received healthy response to inference request in 2.200819253921509s
Received healthy response to inference request in 1.5858173370361328s
5 requests
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mean time: 1.877671480178833
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Inference service sao10k-lyra-4-2-chai-v2-profiler ready after 220.50390195846558s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/sao10k-lyra-4-2-chai-v2-profiler-predictor-00001-deploymentp7x2:/code/chaiverse_profiler_1727318461 --namespace tenant-chaiml-guanaco
kubectl exec -it sao10k-lyra-4-2-chai-v2-profiler-predictor-00001-deploymentp7x2 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727318461 && 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_1727318461/summary.json'
kubectl exec -it sao10k-lyra-4-2-chai-v2-profiler-predictor-00001-deploymentp7x2 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727318461/summary.json'
Pipeline stage MKMLProfilerRunner completed in 945.37s
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Pipeline stage MKMLProfilerDeleter completed in 2.26s
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sao10k-lyra-4-2-chai_v2 status is now inactive due to auto deactivation removed underperforming models
sao10k-lyra-4-2-chai_v2 status is now torndown due to DeploymentManager action