developer_uid: NischayDnk
submission_id: chaiml-nis-gemma27bbase_60865_v1
model_name: chaiml-nis-gemma27bbase_60865_v1
model_group: ChaiML/nis-gemma27Bbase-
status: torndown
timestamp: 2025-03-31T22:52:41+00:00
num_battles: 7523
num_wins: 2854
celo_rating: 1197.21
family_friendly_score: 0.5884
family_friendly_standard_error: 0.006959675854520813
submission_type: basic
model_repo: ChaiML/nis-gemma27Bbase-proj1-exp1-del1ktop-format-chat
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': 0.2748853240773242, 'latency_mean': 3.637815868854523, 'latency_p50': 3.6798839569091797, 'latency_p90': 4.004973244667053}, {'batch_size': 2, 'throughput': 0.42277820110520575, 'latency_mean': 4.724764827489853, 'latency_p50': 4.7045818567276, 'latency_p90': 5.197750544548034}, {'batch_size': 3, 'throughput': 0.5293157900607739, 'latency_mean': 5.648539555072785, 'latency_p50': 5.684841871261597, 'latency_p90': 6.232473516464234}, {'batch_size': 5, 'throughput': 0.6760848796765466, 'latency_mean': 7.359045625925064, 'latency_p50': 7.337056875228882, 'latency_p90': 8.121314454078675}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-nis-gemma27bbase_60865_v1
is_internal_developer: False
language_model: ChaiML/nis-gemma27Bbase-proj1-exp1-del1ktop-format-chat
model_size: 29B
ranking_group: single
throughput_3p7s: 0.29
us_pacific_date: 2025-03-31
win_ratio: 0.3793699322078958
generation_params: {'temperature': 0.5, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nis-gemma27bbase-60865-v1-mkmlizer
Waiting for job on chaiml-nis-gemma27bbase-60865-v1-mkmlizer to finish
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: Downloaded to shared memory in 92.859s
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2ws_rew6, device:0
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: quantized model in 67.923s
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: Processed model ChaiML/nis-gemma27Bbase-proj1-exp1-del1ktop-format-chat in 160.783s
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/config.json
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/special_tokens_map.json
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/tokenizer_config.json
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/tokenizer.model
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/tokenizer.json
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/flywheel_model.2.safetensors
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/flywheel_model.1.safetensors
chaiml-nis-gemma27bbase-60865-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27bbase-60865-v1/flywheel_model.0.safetensors
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Job chaiml-nis-gemma27bbase-60865-v1-mkmlizer completed after 199.36s with status: succeeded
Stopping job with name chaiml-nis-gemma27bbase-60865-v1-mkmlizer
Pipeline stage MKMLizer completed in 199.86s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-gemma27bbase-60865-v1
Waiting for inference service chaiml-nis-gemma27bbase-60865-v1 to be ready
Inference service chaiml-nis-gemma27bbase-60865-v1 ready after 110.45412039756775s
Pipeline stage MKMLDeployer completed in 110.89s
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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!
Received healthy response to inference request in 3.3384201526641846s
Received healthy response to inference request in 3.2800676822662354s
Received healthy response to inference request in 3.302003860473633s
Received healthy response to inference request in 3.2221713066101074s
5 requests
1 failed requests
5th percentile: 3.233750581741333
10th percentile: 3.2453298568725586
20th percentile: 3.2684884071350098
30th percentile: 3.284454917907715
40th percentile: 3.2932293891906737
50th percentile: 3.302003860473633
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70th percentile: 3.3311368942260744
80th percentile: 6.69870586395264
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95th percentile: 16.77956299781799
99th percentile: 19.467791566848753
mean time: 6.656502342224121
%s, retrying in %s seconds...
Received healthy response to inference request in 3.1663503646850586s
Received healthy response to inference request in 3.0743861198425293s
Received healthy response to inference request in 3.260047197341919s
Received healthy response to inference request in 3.313084125518799s
Received healthy response to inference request in 2.3647327423095703s
5 requests
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5th percentile: 2.506663417816162
10th percentile: 2.648594093322754
20th percentile: 2.9324554443359374
30th percentile: 3.092778968811035
40th percentile: 3.129564666748047
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70th percentile: 3.241307830810547
80th percentile: 3.270654582977295
90th percentile: 3.291869354248047
95th percentile: 3.302476739883423
99th percentile: 3.310962648391724
mean time: 3.035720109939575
Pipeline stage StressChecker completed in 50.97s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3128.39s
Shutdown handler de-registered
chaiml-nis-gemma27bbase_60865_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-gemma27bbase_60865_v1 status is now torndown due to DeploymentManager action