chaiml-gemma3-27b-base-s_9210

developer_uid: NischayDnk

submission_id: chaiml-gemma3-27b-base-s_9210_v6

model_name: chaiml-gemma3-27b-base-s_9210_v6

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

status: torndown

timestamp: 2025-04-25T08:49:07+00:00

num_battles: 8353

num_wins: 3812

celo_rating: 1258.93

family_friendly_score: 0.5596

family_friendly_standard_error: 0.0070206529610856

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': 0.29854250131765125, 'latency_mean': 3.3495503520965575, 'latency_p50': 3.340971827507019, 'latency_p90': 3.745723819732666}, {'batch_size': 3, 'throughput': 0.716238291868231, 'latency_mean': 4.1805027174949645, 'latency_p50': 4.20088255405426, 'latency_p90': 4.637620282173157}, {'batch_size': 5, 'throughput': 1.048691927649142, 'latency_mean': 4.723281117677689, 'latency_p50': 4.696450352668762, 'latency_p90': 5.244153285026551}, {'batch_size': 6, 'throughput': 1.1714093242917496, 'latency_mean': 5.070351167917251, 'latency_p50': 5.060811877250671, 'latency_p90': 5.596719193458557}, {'batch_size': 10, 'throughput': 1.5978763362574795, 'latency_mean': 6.198695598840714, 'latency_p50': 6.216959357261658, 'latency_p90': 6.999380040168762}]

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

display_name: chaiml-gemma3-27b-base-s_9210_v6

is_internal_developer: False

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

model_size: 30B

ranking_group: single

throughput_3p7s: 0.5

us_pacific_date: 2025-04-25

win_ratio: 0.4563629833592721

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], '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-v6-mkmlizer
Waiting for job on chaiml-gemma3-27b-base-s-9210-v6-mkmlizer to finish
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║                                                                     ║
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chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: Downloaded to shared memory in 68.821s
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5k1oieij, device:0
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: quantized model in 61.336s
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: Processed model ChaiML/gemma3-27b-base-sft-exp3 in 130.158s
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/config.json
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/added_tokens.json
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/special_tokens_map.json
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/tokenizer_config.json
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/tokenizer.model
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/tokenizer.json
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/flywheel_model.2.safetensors
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/flywheel_model.0.safetensors
chaiml-gemma3-27b-base-s-9210-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v6/flywheel_model.1.safetensors
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Job chaiml-gemma3-27b-base-s-9210-v6-mkmlizer completed after 157.24s with status: succeeded
Stopping job with name chaiml-gemma3-27b-base-s-9210-v6-mkmlizer
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma3-27b-base-s-9210-v6
Waiting for inference service chaiml-gemma3-27b-base-s-9210-v6 to be ready
Inference service chaiml-gemma3-27b-base-s-9210-v6 ready after 130.49571919441223s
Pipeline stage MKMLDeployer completed in 131.21s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.541106700897217s
Received healthy response to inference request in 3.642376661300659s
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99th percentile: 4.5215537643432615
mean time: 3.9424025058746337
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Received healthy response to inference request in 3.6959621906280518s
Received healthy response to inference request in 3.673888921737671s
Received healthy response to inference request in 3.7614266872406006s
Received healthy response to inference request in 3.5679402351379395s
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Pipeline stage StressChecker completed in 42.59s
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chaiml-gemma3-27b-base-s_9210_v6 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3393.24s
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chaiml-gemma3-27b-base-s_9210_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-gemma3-27b-base-s_9210_v6 status is now torndown due to DeploymentManager action