chaiml-gemma3pt27b-retr_86163

developer_uid: NischayDnk

submission_id: chaiml-gemma3pt27b-retr_86163_v3

model_name: chaiml-gemma3pt27b-retr_86163_v3

model_group: ChaiML/gemma3pt27b-retry

status: torndown

timestamp: 2025-04-27T10:53:31+00:00

num_battles: 9874

num_wins: 4189

celo_rating: 1237.26

family_friendly_score: 0.5880000000000001

family_friendly_standard_error: 0.00696068962100739

submission_type: basic

model_repo: ChaiML/gemma3pt27b-retry-top3k-sft-s1-exp1

model_architecture: Gemma3ForCausalLM

model_num_parameters: 29698212096.0

best_of: 4

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.28536713130881597, 'latency_mean': 3.504189087152481, 'latency_p50': 3.5306055545806885, 'latency_p90': 3.904873561859131}, {'batch_size': 3, 'throughput': 0.6828944615416823, 'latency_mean': 4.3856304371356964, 'latency_p50': 4.411348581314087, 'latency_p90': 4.83945848941803}, {'batch_size': 5, 'throughput': 1.0047362057283082, 'latency_mean': 4.942182259559631, 'latency_p50': 4.964879393577576, 'latency_p90': 5.508423519134522}, {'batch_size': 6, 'throughput': 1.1307835941350306, 'latency_mean': 5.236952052116394, 'latency_p50': 5.163543701171875, 'latency_p90': 5.807855820655822}, {'batch_size': 10, 'throughput': 1.4894339678875992, 'latency_mean': 6.613427189588546, 'latency_p50': 6.638917803764343, 'latency_p90': 7.550367927551269}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-gemma3pt27b-retr_86163_v3

is_internal_developer: False

language_model: ChaiML/gemma3pt27b-retry-top3k-sft-s1-exp1

model_size: 30B

ranking_group: single

throughput_3p7s: 0.39

us_pacific_date: 2025-04-27

win_ratio: 0.4242454932145027

generation_params: {'temperature': 0.4, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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 chaiml-gemma3pt27b-retr-86163-v3-mkmlizer
Waiting for job on chaiml-gemma3pt27b-retr-86163-v3-mkmlizer to finish
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║                                                                     ║
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chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-gemma3pt27b-retr_86163_v1: HTTPConnectionPool(host='chaiml-gemma3pt27b-retr-86163-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: Downloaded to shared memory in 78.475s
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzq3_v7pl, device:0
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: quantized model in 61.879s
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: Processed model ChaiML/gemma3pt27b-retry-top3k-sft-s1-exp1 in 140.355s
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/config.json
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/added_tokens.json
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/special_tokens_map.json
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/tokenizer_config.json
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/tokenizer.model
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/tokenizer.json
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/flywheel_model.2.safetensors
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/flywheel_model.0.safetensors
chaiml-gemma3pt27b-retr-86163-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma3pt27b-retr-86163-v3/flywheel_model.1.safetensors
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Job chaiml-gemma3pt27b-retr-86163-v3-mkmlizer completed after 166.98s with status: succeeded
Stopping job with name chaiml-gemma3pt27b-retr-86163-v3-mkmlizer
Pipeline stage MKMLizer completed in 167.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma3pt27b-retr-86163-v3
Waiting for inference service chaiml-gemma3pt27b-retr-86163-v3 to be ready
Failed to get response for submission chaiml-gemma3pt27b-retr_86163_v1: HTTPConnectionPool(host='chaiml-gemma3pt27b-retr-86163-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-gemma3pt27b-retr_86163_v1: HTTPConnectionPool(host='chaiml-gemma3pt27b-retr-86163-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-gemma3pt27b-retr-86163-v3 ready after 140.81700158119202s
Pipeline stage MKMLDeployer completed in 141.36s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.469613075256348s
Received healthy response to inference request in 3.4239068031311035s
Received healthy response to inference request in 3.4827749729156494s
Received healthy response to inference request in 3.4318647384643555s
Received healthy response to inference request in 3.531200647354126s
5 requests
0 failed requests
5th percentile: 3.425498390197754
10th percentile: 3.427089977264404
20th percentile: 3.430273151397705
30th percentile: 3.442046785354614
40th percentile: 3.462410879135132
50th percentile: 3.4827749729156494
60th percentile: 3.50214524269104
70th percentile: 3.5215155124664306
80th percentile: 3.7188831329345704
90th percentile: 4.094248104095459
95th percentile: 4.281930589675903
99th percentile: 4.432076578140259
mean time: 3.6678720474243165
Pipeline stage StressChecker completed in 19.69s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.75s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.75s
Shutdown handler de-registered
chaiml-gemma3pt27b-retr_86163_v3 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4995.22s
Shutdown handler de-registered
chaiml-gemma3pt27b-retr_86163_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-gemma3pt27b-retr_86163_v3 status is now torndown due to DeploymentManager action