chaiml-gemma3-27b-base-s_9210

developer_uid: NischayDnk

submission_id: chaiml-gemma3-27b-base-s_9210_v7

model_name: chaiml-gemma3-27b-base-s_9210_v7

model_group: ChaiML/gemma3-27b-base-s

status: torndown

timestamp: 2025-04-25T10:44:54+00:00

num_battles: 11478

num_wins: 5142

celo_rating: 1253.85

family_friendly_score: 0.5524

family_friendly_standard_error: 0.007032129691636808

submission_type: basic

model_repo: ChaiML/gemma3-27b-base-sft-exp3

model_architecture: Gemma3ForCausalLM

model_num_parameters: 29698212096.0

best_of: 4

max_input_tokens: 640

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.27992819439878197, 'latency_mean': 3.572289614677429, 'latency_p50': 3.5601671934127808, 'latency_p90': 4.003751587867737}, {'batch_size': 3, 'throughput': 0.6888062210721894, 'latency_mean': 4.34058665394783, 'latency_p50': 4.314683675765991, 'latency_p90': 4.831178379058838}, {'batch_size': 5, 'throughput': 1.0183866124654746, 'latency_mean': 4.858701211214066, 'latency_p50': 4.828562140464783, 'latency_p90': 5.425546193122864}, {'batch_size': 6, 'throughput': 1.1579231736913789, 'latency_mean': 5.142067518234253, 'latency_p50': 5.1271631717681885, 'latency_p90': 5.708848905563355}, {'batch_size': 10, 'throughput': 1.573501369348737, 'latency_mean': 6.28393221616745, 'latency_p50': 6.305434226989746, 'latency_p90': 7.015013265609741}]

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

display_name: chaiml-gemma3-27b-base-s_9210_v7

is_internal_developer: False

language_model: ChaiML/gemma3-27b-base-sft-exp3

model_size: 30B

ranking_group: single

throughput_3p7s: 0.36

us_pacific_date: 2025-04-25

win_ratio: 0.4479874542603241

generation_params: {'temperature': 0.75, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 640, '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-gemma3-27b-base-s-9210-v7-mkmlizer
Waiting for job on chaiml-gemma3-27b-base-s-9210-v7-mkmlizer to finish
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║                                                                     ║
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chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: Downloaded to shared memory in 63.051s
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpqvmz1vdy, device:0
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: quantized model in 60.861s
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: Processed model ChaiML/gemma3-27b-base-sft-exp3 in 123.913s
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/config.json
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/added_tokens.json
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/special_tokens_map.json
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/tokenizer_config.json
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/tokenizer.model
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/tokenizer.json
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/flywheel_model.2.safetensors
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/flywheel_model.1.safetensors
chaiml-gemma3-27b-base-s-9210-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v7/flywheel_model.0.safetensors
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Job chaiml-gemma3-27b-base-s-9210-v7-mkmlizer completed after 156.57s with status: succeeded
Stopping job with name chaiml-gemma3-27b-base-s-9210-v7-mkmlizer
Pipeline stage MKMLizer completed in 157.08s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma3-27b-base-s-9210-v7
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Inference service chaiml-gemma3-27b-base-s-9210-v7 ready after 130.59613680839539s
Pipeline stage MKMLDeployer completed in 131.22s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
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5 requests
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5th percentile: 3.393433856964111
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99th percentile: 19.503615932464598
mean time: 6.896400117874146
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Received healthy response to inference request in 3.5258333683013916s
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mean time: 3.490821123123169
Pipeline stage StressChecker completed in 54.41s
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chaiml-gemma3-27b-base-s_9210_v7 status is now deployed due to DeploymentManager action
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Creating inference service chaiml-gemma3-27b-base-s-9210-v7-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
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Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 6287.31s
Shutdown handler de-registered
chaiml-gemma3-27b-base-s_9210_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-gemma3-27b-base-s_9210_v7 status is now torndown due to DeploymentManager action