jic062-nemo-v1-7

submission_id: jic062-nemo-v1-7_v1

developer_uid: chace9580

best_of: 8

celo_rating: 1261.37

display_name: jic062-nemo-v1-7_v1

family_friendly_score: 0.0

formatter: {'memory_template': '[INST]system\n{memory}[/INST]\n', 'prompt_template': '[INST]user\n{prompt}[/INST]\n', 'bot_template': '[INST]assistant\n{bot_name}: {message}[/INST]\n', 'user_template': '[INST]user\n{user_name}: {message}[/INST]\n', 'response_template': '[INST]assistant\n{bot_name}:', 'truncate_by_message': False}

generation_params: {'temperature': 0.85, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '/s', '[/INST]'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: False

language_model: jic062/Nemo-v1.7

latencies: [{'batch_size': 1, 'throughput': 0.6136987173660754, 'latency_mean': 1.6294046068191528, 'latency_p50': 1.6369775533676147, 'latency_p90': 1.8031785249710084}, {'batch_size': 3, 'throughput': 1.0772673750482473, 'latency_mean': 2.7709474647045136, 'latency_p50': 2.781137704849243, 'latency_p90': 3.0581368446350097}, {'batch_size': 5, 'throughput': 1.2222942137146013, 'latency_mean': 4.072827442884445, 'latency_p50': 4.06187105178833, 'latency_p90': 4.621717405319214}, {'batch_size': 6, 'throughput': 1.2392483350720553, 'latency_mean': 4.814882472753525, 'latency_p50': 4.826918125152588, 'latency_p90': 5.372453093528748}, {'batch_size': 8, 'throughput': 1.2352201556732256, 'latency_mean': 6.436115370988846, 'latency_p50': 6.437524914741516, 'latency_p90': 7.270096373558045}, {'batch_size': 10, 'throughput': 1.1995844104506208, 'latency_mean': 8.283906960487366, 'latency_p50': 8.322269558906555, 'latency_p90': 9.479323720932006}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: jic062/Nemo-v1.7

model_name: jic062-nemo-v1-7_v1

model_num_parameters: 12772070400.0

model_repo: jic062/Nemo-v1.7

model_size: 13B

num_battles: 425278

num_wins: 220730

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 1.2

timestamp: 2024-09-21T04:09:35+00:00

us_pacific_date: 2024-09-20

win_ratio: 0.5190252023382352

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 jic062-nemo-v1-7-v1-mkmlizer
Waiting for job on jic062-nemo-v1-7-v1-mkmlizer to finish
jic062-nemo-v1-7-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
jic062-nemo-v1-7-v1-mkmlizer: ║     _____            __           __                                ║
jic062-nemo-v1-7-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
jic062-nemo-v1-7-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
jic062-nemo-v1-7-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
jic062-nemo-v1-7-v1-mkmlizer: ║       /___/                                                         ║
jic062-nemo-v1-7-v1-mkmlizer: ║                                                                     ║
jic062-nemo-v1-7-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
jic062-nemo-v1-7-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
jic062-nemo-v1-7-v1-mkmlizer: ║  https://mk1.ai                                                     ║
jic062-nemo-v1-7-v1-mkmlizer: ║                                                                     ║
jic062-nemo-v1-7-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
jic062-nemo-v1-7-v1-mkmlizer: ║  belonging to:                                                      ║
jic062-nemo-v1-7-v1-mkmlizer: ║                                                                     ║
jic062-nemo-v1-7-v1-mkmlizer: ║  Chai Research Corp.                                                ║
jic062-nemo-v1-7-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
jic062-nemo-v1-7-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
jic062-nemo-v1-7-v1-mkmlizer: ║                                                                     ║
jic062-nemo-v1-7-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
jic062-nemo-v1-7-v1-mkmlizer: Downloaded to shared memory in 49.710s
jic062-nemo-v1-7-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp5rdt2w1, device:0
jic062-nemo-v1-7-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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jic062-nemo-v1-7-v1-mkmlizer: quantized model in 35.064s
jic062-nemo-v1-7-v1-mkmlizer: Processed model jic062/Nemo-v1.7 in 84.774s
jic062-nemo-v1-7-v1-mkmlizer: creating bucket guanaco-mkml-models
jic062-nemo-v1-7-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
jic062-nemo-v1-7-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/jic062-nemo-v1-7-v1
jic062-nemo-v1-7-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/jic062-nemo-v1-7-v1/flywheel_model.0.safetensors
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Job jic062-nemo-v1-7-v1-mkmlizer completed after 127.4s with status: succeeded
Stopping job with name jic062-nemo-v1-7-v1-mkmlizer
Pipeline stage MKMLizer completed in 138.85s
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Creating inference service jic062-nemo-v1-7-v1
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Inference service jic062-nemo-v1-7-v1 ready after 200.82969975471497s
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HTTPSConnectionPool(host='guanaco-submitter.chai-research.com', port=443): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
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mean time: 6.645155000686645
%s, retrying in %s seconds...
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Received healthy response to inference request in 2.09641695022583s
Received healthy response to inference request in 2.310994863510132s
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Received healthy response to inference request in 1.9878439903259277s
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mean time: 2.3775119304656984
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Inference service jic062-nemo-v1-7-v1-profiler ready after 190.43565201759338s
Pipeline stage MKMLProfilerDeployer completed in 199.66s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/jic062-nemo-v1-7-v1-profiler-predictor-00001-deployment-56kb575:/code/chaiverse_profiler_1726892551 --namespace tenant-chaiml-guanaco
kubectl exec -it jic062-nemo-v1-7-v1-profiler-predictor-00001-deployment-56kb575 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726892551 && 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_1726892551/summary.json'
kubectl exec -it jic062-nemo-v1-7-v1-profiler-predictor-00001-deployment-56kb575 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726892551/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1188.25s
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Running pipeline stage MKMLProfilerDeleter
Checking if service jic062-nemo-v1-7-v1-profiler is running
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Service jic062-nemo-v1-7-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 3.91s
Shutdown handler de-registered
jic062-nemo-v1-7_v1 status is now inactive due to auto deactivation removed underperforming models
jic062-nemo-v1-7_v1 status is now torndown due to DeploymentManager action