chaiml-nis-gemma27b-pro_85310

developer_uid: NischayDnk

submission_id: chaiml-nis-gemma27b-pro_85310_v3

model_name: chaiml-nis-gemma27b-pro_85310_v3

model_group: ChaiML/nis-gemma27B-proj

status: torndown

timestamp: 2025-03-28T23:18:43+00:00

num_battles: 7827

num_wins: 3599

celo_rating: 1249.09

family_friendly_score: 0.5736

family_friendly_standard_error: 0.006994040892073766

submission_type: basic

model_repo: ChaiML/nis-gemma27B-proj1-exp1-del5ktop-1

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': 0.27702003464037683, 'latency_mean': 3.6097852528095244, 'latency_p50': 3.6256128549575806, 'latency_p90': 3.997429537773132}, {'batch_size': 2, 'throughput': 0.4204421026841732, 'latency_mean': 4.7457817733287815, 'latency_p50': 4.7566492557525635, 'latency_p90': 5.256848931312561}, {'batch_size': 3, 'throughput': 0.5286964274382971, 'latency_mean': 5.6515568363666535, 'latency_p50': 5.684223294258118, 'latency_p90': 6.214045524597168}, {'batch_size': 5, 'throughput': 0.6816843832140194, 'latency_mean': 7.309788581132889, 'latency_p50': 7.299178838729858, 'latency_p90': 8.118846821784974}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-gemma27b-pro_85310_v3

is_internal_developer: False

language_model: ChaiML/nis-gemma27B-proj1-exp1-del5ktop-1

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-03-28

win_ratio: 0.4598185767216047

generation_params: {'temperature': 0.2, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-nis-gemma27b-pro-85310-v3-mkmlizer
Waiting for job on chaiml-nis-gemma27b-pro-85310-v3-mkmlizer to finish
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║     _____            __           __                                ║
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chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║       /___/                                                         ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: Downloaded to shared memory in 70.796s
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp28v9_w7a, device:0
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: quantized model in 69.853s
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: Processed model ChaiML/nis-gemma27B-proj1-exp1-del5ktop-1 in 140.649s
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/config.json
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/special_tokens_map.json
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/tokenizer_config.json
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/tokenizer.model
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/tokenizer.json
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/flywheel_model.2.safetensors
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/flywheel_model.0.safetensors
chaiml-nis-gemma27b-pro-85310-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-85310-v3/flywheel_model.1.safetensors
Job chaiml-nis-gemma27b-pro-85310-v3-mkmlizer completed after 176.23s with status: succeeded
Stopping job with name chaiml-nis-gemma27b-pro-85310-v3-mkmlizer
Pipeline stage MKMLizer completed in 176.66s
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Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-gemma27b-pro-85310-v3
Waiting for inference service chaiml-nis-gemma27b-pro-85310-v3 to be ready
Inference service chaiml-nis-gemma27b-pro-85310-v3 ready after 110.42874026298523s
Pipeline stage MKMLDeployer completed in 110.91s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.142955541610718s
Received healthy response to inference request in 3.246211528778076s
Received healthy response to inference request in 3.222731113433838s
Received healthy response to inference request in 3.174593210220337s
Received healthy response to inference request in 3.2972378730773926s
5 requests
0 failed requests
5th percentile: 3.184220790863037
10th percentile: 3.1938483715057373
20th percentile: 3.2131035327911377
30th percentile: 3.2274271965026857
40th percentile: 3.236819362640381
50th percentile: 3.246211528778076
60th percentile: 3.2666220664978027
70th percentile: 3.2870326042175293
80th percentile: 3.4663814067840577
90th percentile: 3.804668474197388
95th percentile: 3.9738120079040526
99th percentile: 4.109126834869385
mean time: 3.4167458534240724
Pipeline stage StressChecker completed in 18.44s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.83s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
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chaiml-nis-gemma27b-pro_85310_v3 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3278.75s
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chaiml-nis-gemma27b-pro_85310_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-gemma27b-pro_85310_v3 status is now torndown due to DeploymentManager action