chaiml-gemma3-27b-base-s_9210

developer_uid: NischayDnk

submission_id: chaiml-gemma3-27b-base-s_9210_v3

model_name: chaiml-gemma3-27b-base-s_9210_v3

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

status: torndown

timestamp: 2025-04-25T04:24:43+00:00

num_battles: 2012

num_wins: 954

celo_rating: 1268.66

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

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

model_architecture: Gemma3ForCausalLM

model_num_parameters: 29698212096.0

best_of: 8

max_input_tokens: 512

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.29987884214243377, 'latency_mean': 3.3346234703063966, 'latency_p50': 3.317200541496277, 'latency_p90': 3.7173831701278686}, {'batch_size': 3, 'throughput': 0.6899892403697347, 'latency_mean': 4.334072743654251, 'latency_p50': 4.363565921783447, 'latency_p90': 4.838517856597901}, {'batch_size': 5, 'throughput': 0.9900908320780522, 'latency_mean': 4.996456664800644, 'latency_p50': 4.9575183391571045, 'latency_p90': 5.64011549949646}, {'batch_size': 6, 'throughput': 1.0834495751849362, 'latency_mean': 5.491750779151917, 'latency_p50': 5.580175995826721, 'latency_p90': 6.091665029525757}, {'batch_size': 10, 'throughput': 1.40402672391583, 'latency_mean': 7.046330155134201, 'latency_p50': 7.0392292737960815, 'latency_p90': 7.860442018508911}]

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

display_name: chaiml-gemma3-27b-base-s_9210_v3

ineligible_reason: num_battles<5000

is_internal_developer: False

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

model_size: 30B

ranking_group: single

throughput_3p7s: 0.47

us_pacific_date: 2025-04-24

win_ratio: 0.474155069582505

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': 512, 'best_of': 8, '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-v3-mkmlizer
Waiting for job on chaiml-gemma3-27b-base-s-9210-v3-mkmlizer to finish
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║                                                                     ║
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chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: Downloaded to shared memory in 69.801s
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpapqf47h3, device:0
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: quantized model in 61.765s
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: Processed model ChaiML/gemma3-27b-base-sft-exp3 in 131.566s
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/added_tokens.json
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/special_tokens_map.json
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/config.json
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/tokenizer_config.json
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/tokenizer.model
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/tokenizer.json
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/flywheel_model.2.safetensors
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/flywheel_model.0.safetensors
chaiml-gemma3-27b-base-s-9210-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-base-s-9210-v3/flywheel_model.1.safetensors
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Job chaiml-gemma3-27b-base-s-9210-v3-mkmlizer completed after 167.07s with status: succeeded
Stopping job with name chaiml-gemma3-27b-base-s-9210-v3-mkmlizer
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma3-27b-base-s-9210-v3
Waiting for inference service chaiml-gemma3-27b-base-s-9210-v3 to be ready
Inference service chaiml-gemma3-27b-base-s-9210-v3 ready after 140.55447602272034s
Pipeline stage MKMLDeployer completed in 141.13s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.317004680633545s
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mean time: 3.8158483505249023
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Received healthy response to inference request in 3.697789430618286s
Received healthy response to inference request in 3.4828715324401855s
Received healthy response to inference request in 3.4779090881347656s
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Pipeline stage StressChecker completed in 39.96s
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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
clean up pipeline due to error=DeploymentChecksError('None: None')
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
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-gemma3-27b-base-s_9210_v3 status is now inactive due to admin request
chaiml-gemma3-27b-base-s_9210_v3 status is now torndown due to DeploymentManager action