sao10k-lyra-4-2-chai

developer_uid: sao10k

submission_id: sao10k-lyra-4-2-chai_v2

model_name: lyra42x

model_group: Sao10K/lyra-4-2-chai

status: torndown

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

num_battles: 6572

num_wins: 3354

celo_rating: 1267.9

family_friendly_score: 0.5587837134228887

family_friendly_standard_error: 0.0061820952545690025

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': 0.6970580298619455, '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}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: lyra42x

is_internal_developer: False

language_model: Sao10K/lyra-4-2-chai

model_size: 13B

ranking_group: single

throughput_3p7s: 1.62

us_pacific_date: 2024-09-25

win_ratio: 0.5103469263542301

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}

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
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
sao10k-lyra-4-2-chai-v2-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:11, 31.95it/s]
Loading 0:   4%|▍         | 14/363 [00:00<00:06, 53.94it/s]
Loading 0:   6%|▌         | 20/363 [00:00<00:09, 37.94it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:08, 39.43it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:07, 44.41it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 45.19it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:06, 45.96it/s]
Loading 0:  13%|█▎        | 47/363 [00:01<00:07, 39.71it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:07, 40.12it/s]
Loading 0:  16%|█▌        | 58/363 [00:01<00:06, 44.50it/s]
Loading 0:  18%|█▊        | 64/363 [00:01<00:06, 44.80it/s]
Loading 0:  19%|█▉        | 69/363 [00:01<00:06, 44.82it/s]
Loading 0:  21%|██        | 77/363 [00:01<00:05, 50.33it/s]
Loading 0:  23%|██▎       | 83/363 [00:01<00:06, 40.40it/s]
Loading 0:  24%|██▍       | 88/363 [00:02<00:07, 37.22it/s]
Loading 0:  26%|██▌       | 95/363 [00:02<00:06, 42.81it/s]
Loading 0:  28%|██▊       | 100/363 [00:02<00:06, 42.62it/s]
Loading 0:  29%|██▉       | 106/363 [00:02<00:05, 42.95it/s]
Loading 0:  31%|███       | 111/363 [00:02<00:06, 41.09it/s]
Loading 0:  32%|███▏      | 116/363 [00:02<00:05, 41.67it/s]
Loading 0:  33%|███▎      | 121/363 [00:02<00:05, 42.97it/s]
Loading 0:  35%|███▍      | 127/363 [00:02<00:05, 42.33it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 40.61it/s]
Loading 0:  39%|███▊      | 140/363 [00:03<00:04, 45.32it/s]
Loading 0:  40%|███▉      | 145/363 [00:03<00:06, 35.82it/s]
Loading 0:  41%|████      | 149/363 [00:03<00:06, 34.89it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:04, 43.25it/s]
Loading 0:  45%|████▍     | 163/363 [00:03<00:04, 42.72it/s]
Loading 0:  46%|████▋     | 168/363 [00:04<00:04, 40.64it/s]
Loading 0:  48%|████▊     | 173/363 [00:04<00:05, 37.19it/s]
Loading 0:  49%|████▉     | 177/363 [00:04<00:05, 36.06it/s]
Loading 0:  51%|█████     | 184/363 [00:04<00:04, 42.27it/s]
Loading 0:  52%|█████▏    | 190/363 [00:04<00:04, 42.39it/s]
Loading 0:  54%|█████▎    | 195/363 [00:04<00:03, 42.87it/s]
Loading 0:  56%|█████▌    | 203/363 [00:04<00:03, 47.99it/s]
Loading 0:  57%|█████▋    | 208/363 [00:05<00:04, 37.74it/s]
Loading 0:  59%|█████▊    | 213/363 [00:05<00:03, 38.93it/s]
Loading 0:  61%|██████    | 220/363 [00:05<00:03, 44.31it/s]
Loading 0:  62%|██████▏   | 226/363 [00:05<00:03, 43.45it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:03, 40.87it/s]
Loading 0:  65%|██████▌   | 236/363 [00:05<00:03, 36.22it/s]
Loading 0:  66%|██████▌   | 240/363 [00:05<00:03, 35.06it/s]
Loading 0:  68%|██████▊   | 246/363 [00:05<00:02, 40.63it/s]
Loading 0:  69%|██████▉   | 251/363 [00:06<00:02, 42.11it/s]
Loading 0:  71%|███████   | 256/363 [00:06<00:02, 43.70it/s]
Loading 0:  72%|███████▏  | 262/363 [00:06<00:02, 42.91it/s]
Loading 0:  74%|███████▎  | 267/363 [00:06<00:02, 37.89it/s]
Loading 0:  75%|███████▍  | 271/363 [00:06<00:02, 36.29it/s]
Loading 0:  76%|███████▌  | 275/363 [00:06<00:02, 35.40it/s]
Loading 0:  78%|███████▊  | 282/363 [00:06<00:01, 42.29it/s]
Loading 0:  79%|███████▉  | 287/363 [00:06<00:01, 43.22it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 38.70it/s]
Loading 0:  82%|████████▏ | 297/363 [00:07<00:01, 34.33it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 35.53it/s]
Loading 0:  85%|████████▌ | 310/363 [00:07<00:01, 44.06it/s]
Loading 0:  87%|████████▋ | 316/363 [00:07<00:01, 43.71it/s]
Loading 0:  88%|████████▊ | 321/363 [00:07<00:01, 41.92it/s]
Loading 0:  91%|█████████ | 329/363 [00:07<00:00, 45.63it/s]
Loading 0:  92%|█████████▏| 334/363 [00:08<00:00, 34.71it/s]
Loading 0:  93%|█████████▎| 338/363 [00:08<00:00, 33.99it/s]
Loading 0:  95%|█████████▌| 345/363 [00:08<00:00, 41.66it/s]
Loading 0:  96%|█████████▋| 350/363 [00:08<00:00, 42.79it/s]
Loading 0:  98%|█████████▊| 355/363 [00:08<00:00, 38.26it/s]
Loading 0:  99%|█████████▉| 360/363 [00:15<00:01,  2.51it/s]
                                                            
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
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service sao10k-lyra-4-2-chai-v2
Waiting for inference service sao10k-lyra-4-2-chai-v2 to be ready
Inference service sao10k-lyra-4-2-chai-v2 ready after 210.5847442150116s
Pipeline stage MKMLDeployer completed in 210.93s
run pipeline stage %s
Running pipeline stage StressChecker
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
0 failed requests
5th percentile: 1.5873683929443358
10th percentile: 1.588919448852539
20th percentile: 1.5920215606689454
30th percentile: 1.6111042976379395
40th percentile: 1.6461676597595214
50th percentile: 1.6812310218811035
60th percentile: 1.8890663146972655
70th percentile: 2.0969016075134275
80th percentile: 2.2260388374328612
90th percentile: 2.2764780044555666
95th percentile: 2.301697587966919
99th percentile: 2.321873254776001
mean time: 1.877671480178833
Pipeline stage StressChecker completed in 10.01s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 6.29s
Shutdown handler de-registered
sao10k-lyra-4-2-chai_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service sao10k-lyra-4-2-chai-v2-profiler
Waiting for inference service sao10k-lyra-4-2-chai-v2-profiler to be ready
Inference service sao10k-lyra-4-2-chai-v2-profiler ready after 220.50390195846558s
Pipeline stage MKMLProfilerDeployer completed in 220.89s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
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
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service sao10k-lyra-4-2-chai-v2-profiler is running
Tearing down inference service sao10k-lyra-4-2-chai-v2-profiler
Service sao10k-lyra-4-2-chai-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.26s
Shutdown handler de-registered
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