rica40325-iter0-00

developer_uid: rica40325

submission_id: rica40325-iter0-00_v1

model_name: rica40325-iter0-00_v1

model_group: rica40325/iter0-00

status: torndown

timestamp: 2024-09-23T05:23:31+00:00

num_battles: 70629

num_wins: 36239

celo_rating: 1255.02

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/iter0-00

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.8621361083621609, 'latency_mean': 1.159847538471222, 'latency_p50': 1.1688663959503174, 'latency_p90': 1.282182502746582}, {'batch_size': 4, 'throughput': 1.8533933744190787, 'latency_mean': 2.1483579194545745, 'latency_p50': 2.1562057733535767, 'latency_p90': 2.403863978385925}, {'batch_size': 5, 'throughput': 1.9957772955717923, 'latency_mean': 2.492143086194992, 'latency_p50': 2.467082977294922, 'latency_p90': 2.8007991313934326}, {'batch_size': 8, 'throughput': 2.2174669503673154, 'latency_mean': 3.5762291598320006, 'latency_p50': 3.5850510597229004, 'latency_p90': 3.9467114210128784}, {'batch_size': 10, 'throughput': 2.261321401035185, 'latency_mean': 4.383173420429229, 'latency_p50': 4.407534599304199, 'latency_p90': 4.951479935646057}, {'batch_size': 12, 'throughput': 2.3147904754854247, 'latency_mean': 5.143839471340179, 'latency_p50': 5.163961410522461, 'latency_p90': 5.914806604385376}, {'batch_size': 15, 'throughput': 2.3279765557671044, 'latency_mean': 6.362163634300232, 'latency_p50': 6.356178879737854, 'latency_p90': 7.162649154663086}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-iter0-00_v1

is_internal_developer: False

language_model: rica40325/iter0-00

model_size: 8B

ranking_group: single

throughput_3p7s: 2.25

us_pacific_date: 2024-09-22

win_ratio: 0.5130895241331465

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-iter0-00-v1-mkmlizer
Waiting for job on rica40325-iter0-00-v1-mkmlizer to finish
rica40325-iter0-00-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-iter0-00-v1-mkmlizer: ║     _____            __           __                                ║
rica40325-iter0-00-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-iter0-00-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-iter0-00-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-iter0-00-v1-mkmlizer: ║       /___/                                                         ║
rica40325-iter0-00-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-00-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-iter0-00-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-iter0-00-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-iter0-00-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-00-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-iter0-00-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-iter0-00-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-00-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-iter0-00-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-iter0-00-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-iter0-00-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-00-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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rica40325-iter0-00-v1-mkmlizer: Downloaded to shared memory in 60.890s
rica40325-iter0-00-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjsobjk8e, device:0
rica40325-iter0-00-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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rica40325-iter0-00-v1-mkmlizer: quantized model in 28.346s
rica40325-iter0-00-v1-mkmlizer: Processed model rica40325/iter0-00 in 89.237s
rica40325-iter0-00-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-iter0-00-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-iter0-00-v1
rica40325-iter0-00-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-iter0-00-v1/config.json
rica40325-iter0-00-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-iter0-00-v1/special_tokens_map.json
rica40325-iter0-00-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-iter0-00-v1/tokenizer_config.json
rica40325-iter0-00-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-iter0-00-v1/tokenizer.json
rica40325-iter0-00-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-iter0-00-v1/flywheel_model.0.safetensors
rica40325-iter0-00-v1-mkmlizer: 
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Job rica40325-iter0-00-v1-mkmlizer completed after 113.86s with status: succeeded
Stopping job with name rica40325-iter0-00-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.35s
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Creating inference service rica40325-iter0-00-v1
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Inference service rica40325-iter0-00-v1 ready after 190.7487678527832s
Pipeline stage MKMLDeployer completed in 191.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3930280208587646s
Received healthy response to inference request in 1.8188869953155518s
Received healthy response to inference request in 2.085616111755371s
Received healthy response to inference request in 1.3531343936920166s
Received healthy response to inference request in 1.84228515625s
5 requests
0 failed requests
5th percentile: 1.4462849140167235
10th percentile: 1.5394354343414307
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95th percentile: 2.3315456390380858
99th percentile: 2.380731544494629
mean time: 1.8985901355743409
Pipeline stage StressChecker completed in 10.30s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 9.35s
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Creating inference service rica40325-iter0-00-v1-profiler
Waiting for inference service rica40325-iter0-00-v1-profiler to be ready
Inference service rica40325-iter0-00-v1-profiler ready after 180.46917033195496s
Pipeline stage MKMLProfilerDeployer completed in 180.84s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-iter0-00-v1-profiler-predictor-00001-deployment-gdm5x:/code/chaiverse_profiler_1727069562 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-iter0-00-v1-profiler-predictor-00001-deployment-gdm5x --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727069562 && 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_1727069562/summary.json'
kubectl exec -it rica40325-iter0-00-v1-profiler-predictor-00001-deployment-gdm5x --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727069562/summary.json'
Pipeline stage MKMLProfilerRunner completed in 795.38s
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Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-iter0-00-v1-profiler is running
Tearing down inference service rica40325-iter0-00-v1-profiler
Service rica40325-iter0-00-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.27s
Shutdown handler de-registered
rica40325-iter0-00_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-iter0-00_v1 status is now torndown due to DeploymentManager action