rica40325-iter0-3725

developer_uid: rica40325

submission_id: rica40325-iter0-3725_v1

model_name: rica40325-iter0-3725_v1

model_group: rica40325/iter0-3725

status: torndown

timestamp: 2024-09-23T05:43:34+00:00

num_battles: 69479

num_wins: 35413

celo_rating: 1252.54

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/iter0-3725

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.8693258371401063, 'latency_mean': 1.1502436661720277, 'latency_p50': 1.1485373973846436, 'latency_p90': 1.261863684654236}, {'batch_size': 4, 'throughput': 1.8772859791458893, 'latency_mean': 2.123136668205261, 'latency_p50': 2.105983257293701, 'latency_p90': 2.3540865182876587}, {'batch_size': 5, 'throughput': 2.0205335545122494, 'latency_mean': 2.4566435623168945, 'latency_p50': 2.4600027799606323, 'latency_p90': 2.7956629276275633}, {'batch_size': 8, 'throughput': 2.253563807379607, 'latency_mean': 3.5267786514759063, 'latency_p50': 3.557511806488037, 'latency_p90': 3.994659924507141}, {'batch_size': 10, 'throughput': 2.3108597746882737, 'latency_mean': 4.294466526508331, 'latency_p50': 4.332206845283508, 'latency_p90': 4.861676120758056}, {'batch_size': 12, 'throughput': 2.3305696303368255, 'latency_mean': 5.101506158113479, 'latency_p50': 5.148558497428894, 'latency_p90': 5.68472876548767}, {'batch_size': 15, 'throughput': 2.346547477408201, 'latency_mean': 6.312350606918335, 'latency_p50': 6.313241124153137, 'latency_p90': 7.05810956954956}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-iter0-3725_v1

is_internal_developer: False

language_model: rica40325/iter0-3725

model_size: 8B

ranking_group: single

throughput_3p7s: 2.28

us_pacific_date: 2024-09-22

win_ratio: 0.5096935764763454

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 rica40325-iter0-3725-v1-mkmlizer
Waiting for job on rica40325-iter0-3725-v1-mkmlizer to finish
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rica40325-iter0-3725-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-iter0-3725-v1-mkmlizer: ║     _____            __           __                                ║
rica40325-iter0-3725-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-iter0-3725-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-iter0-3725-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-iter0-3725-v1-mkmlizer: ║       /___/                                                         ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-iter0-3725-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-iter0-3725-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-iter0-3725-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-iter0-3725-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-iter0-3725-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rica40325-iter0-3725-v1-mkmlizer: Downloaded to shared memory in 64.117s
rica40325-iter0-3725-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnzl5jrpy, device:0
rica40325-iter0-3725-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-iter0-3725-v1-mkmlizer: quantized model in 28.557s
rica40325-iter0-3725-v1-mkmlizer: Processed model rica40325/iter0-3725 in 92.674s
rica40325-iter0-3725-v1-mkmlizer: creating bucket guanaco-mkml-models
rica40325-iter0-3725-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-iter0-3725-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-iter0-3725-v1
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/config.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/special_tokens_map.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/tokenizer_config.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/tokenizer.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-iter0-3725-v1/flywheel_model.0.safetensors
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Job rica40325-iter0-3725-v1-mkmlizer completed after 125.6s with status: succeeded
Stopping job with name rica40325-iter0-3725-v1-mkmlizer
Pipeline stage MKMLizer completed in 127.65s
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Pipeline stage MKMLTemplater completed in 0.27s
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Creating inference service rica40325-iter0-3725-v1
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Inference service rica40325-iter0-3725-v1 ready after 191.2125906944275s
Pipeline stage MKMLDeployer completed in 192.59s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5577878952026367s
Received healthy response to inference request in 1.5738646984100342s
Received healthy response to inference request in 2.5624279975891113s
Received healthy response to inference request in 1.3484630584716797s
Received healthy response to inference request in 1.4701800346374512s
5 requests
0 failed requests
5th percentile: 1.372806453704834
10th percentile: 1.3971498489379883
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90th percentile: 2.5605719566345213
95th percentile: 2.5614999771118163
99th percentile: 2.5622423934936522
mean time: 1.9025447368621826
Pipeline stage StressChecker completed in 11.18s
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Creating inference service rica40325-iter0-3725-v1-profiler
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Inference service rica40325-iter0-3725-v1-profiler ready after 190.45147466659546s
Pipeline stage MKMLProfilerDeployer completed in 190.80s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-iter0-3725-v1-profiler-predictor-00001-deploymenkz868:/code/chaiverse_profiler_1727070781 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-iter0-3725-v1-profiler-predictor-00001-deploymenkz868 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727070781 && 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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1727070781/summary.json'
kubectl exec -it rica40325-iter0-3725-v1-profiler-predictor-00001-deploymenkz868 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727070781/summary.json'
Pipeline stage MKMLProfilerRunner completed in 787.45s
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Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-iter0-3725-v1-profiler is running
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Service rica40325-iter0-3725-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.86s
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rica40325-iter0-3725_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-iter0-3725_v1 status is now torndown due to DeploymentManager action