google-gemma-2-27b-it

developer_uid: NischayDnk

submission_id: google-gemma-2-27b-it_v13

model_name: google-gemma-2-27b-it_v13

model_group: google/gemma-2-27b-it

status: torndown

timestamp: 2025-03-28T19:48:21+00:00

num_battles: 8413

num_wins: 3905

celo_rating: 1250.15

family_friendly_score: 0.6596

family_friendly_standard_error: 0.006701161690333997

submission_type: basic

model_repo: google/gemma-2-27b-it

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.27609055385010356, 'latency_mean': 3.6219372224807738, 'latency_p50': 3.648666739463806, 'latency_p90': 3.99096143245697}, {'batch_size': 2, 'throughput': 0.42241719582696363, 'latency_mean': 4.7238360476493835, 'latency_p50': 4.718778610229492, 'latency_p90': 5.178610110282898}, {'batch_size': 3, 'throughput': 0.5344630422608794, 'latency_mean': 5.5960593354701995, 'latency_p50': 5.627628803253174, 'latency_p90': 6.167924261093139}, {'batch_size': 5, 'throughput': 0.6839518661020932, 'latency_mean': 7.272396886348725, 'latency_p50': 7.261502027511597, 'latency_p90': 8.121539545059203}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: google-gemma-2-27b-it_v13

is_internal_developer: False

language_model: google/gemma-2-27b-it

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-03-28

win_ratio: 0.46416260549150123

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 google-gemma-2-27b-it-v13-mkmlizer
Waiting for job on google-gemma-2-27b-it-v13-mkmlizer to finish
google-gemma-2-27b-it-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
google-gemma-2-27b-it-v13-mkmlizer: ║     _____            __           __                                ║
google-gemma-2-27b-it-v13-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
google-gemma-2-27b-it-v13-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
google-gemma-2-27b-it-v13-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
google-gemma-2-27b-it-v13-mkmlizer: ║       /___/                                                         ║
google-gemma-2-27b-it-v13-mkmlizer: ║                                                                     ║
google-gemma-2-27b-it-v13-mkmlizer: ║  Version: 0.12.8                                                    ║
google-gemma-2-27b-it-v13-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
google-gemma-2-27b-it-v13-mkmlizer: ║  https://mk1.ai                                                     ║
google-gemma-2-27b-it-v13-mkmlizer: ║                                                                     ║
google-gemma-2-27b-it-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
google-gemma-2-27b-it-v13-mkmlizer: ║  belonging to:                                                      ║
google-gemma-2-27b-it-v13-mkmlizer: ║                                                                     ║
google-gemma-2-27b-it-v13-mkmlizer: ║  Chai Research Corp.                                                ║
google-gemma-2-27b-it-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
google-gemma-2-27b-it-v13-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
google-gemma-2-27b-it-v13-mkmlizer: ║                                                                     ║
google-gemma-2-27b-it-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
google-gemma-2-27b-it-v13-mkmlizer: Downloaded to shared memory in 59.171s
google-gemma-2-27b-it-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt6f30ykm, device:0
google-gemma-2-27b-it-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
google-gemma-2-27b-it-v13-mkmlizer: creating bucket guanaco-mkml-models
google-gemma-2-27b-it-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
google-gemma-2-27b-it-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/google-gemma-2-27b-it-v13
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/config.json
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/special_tokens_map.json
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/tokenizer_config.json
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/tokenizer.model
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/tokenizer.json
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/flywheel_model.2.safetensors
google-gemma-2-27b-it-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/google-gemma-2-27b-it-v13/flywheel_model.0.safetensors
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Job google-gemma-2-27b-it-v13-mkmlizer completed after 167.32s with status: succeeded
Stopping job with name google-gemma-2-27b-it-v13-mkmlizer
Pipeline stage MKMLizer completed in 167.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service google-gemma-2-27b-it-v13
Waiting for inference service google-gemma-2-27b-it-v13 to be ready
Inference service google-gemma-2-27b-it-v13 ready after 120.46458649635315s
Pipeline stage MKMLDeployer completed in 120.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.366212844848633s
Received healthy response to inference request in 3.087014675140381s
Received healthy response to inference request in 3.1333351135253906s
Received healthy response to inference request in 3.6361982822418213s
Received healthy response to inference request in 3.2400097846984863s
5 requests
0 failed requests
5th percentile: 3.096278762817383
10th percentile: 3.105542850494385
20th percentile: 3.1240710258483886
30th percentile: 3.1546700477600096
40th percentile: 3.197339916229248
50th percentile: 3.2400097846984863
60th percentile: 3.3984851837158203
70th percentile: 3.5569605827331543
80th percentile: 3.782201194763184
90th percentile: 4.074207019805908
95th percentile: 4.22020993232727
99th percentile: 4.33701226234436
mean time: 3.4925541400909426
Pipeline stage StressChecker completed in 18.73s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.72s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
google-gemma-2-27b-it_v13 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3080.28s
Shutdown handler de-registered
google-gemma-2-27b-it_v13 status is now inactive due to auto deactivation removed underperforming models
google-gemma-2-27b-it_v13 status is now torndown due to DeploymentManager action