developer_uid: NischayDnk
submission_id: chaiml-qwen32b-sftexp1-_40281_v2
model_name: chaiml-qwen32b-sftexp1-_40281_v2
model_group: ChaiML/qwen32b-sftexp1-s
status: torndown
timestamp: 2025-05-01T12:35:39+00:00
num_battles: 7730
num_wins: 3846
celo_rating: 1276.5
family_friendly_score: 0.5838
family_friendly_standard_error: 0.006971048127792549
submission_type: basic
model_repo: ChaiML/qwen32b-sftexp1-s1-retryv2lex50perc
model_architecture: Qwen2ForCausalLM
model_num_parameters: 32759331840.0
best_of: 5
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3826903071825104, 'latency_mean': 2.6130246543884277, 'latency_p50': 2.6148678064346313, 'latency_p90': 2.9171782732009888}, {'batch_size': 3, 'throughput': 0.8599864382340949, 'latency_mean': 3.474818272590637, 'latency_p50': 3.4438973665237427, 'latency_p90': 3.8523434162139893}, {'batch_size': 5, 'throughput': 1.181565803887161, 'latency_mean': 4.1989019429683685, 'latency_p50': 4.170440316200256, 'latency_p90': 4.7662842750549315}, {'batch_size': 6, 'throughput': 1.2864179666378923, 'latency_mean': 4.611459186077118, 'latency_p50': 4.681938529014587, 'latency_p90': 5.099938750267029}, {'batch_size': 8, 'throughput': 1.4597136318340398, 'latency_mean': 5.422833589315414, 'latency_p50': 5.454500675201416, 'latency_p90': 6.124549484252929}, {'batch_size': 10, 'throughput': 1.596796788266543, 'latency_mean': 6.183661916255951, 'latency_p50': 6.249485611915588, 'latency_p90': 6.9124596357345585}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-qwen32b-sftexp1-_40281_v2
is_internal_developer: False
language_model: ChaiML/qwen32b-sftexp1-s1-retryv2lex50perc
model_size: 33B
ranking_group: single
throughput_3p7s: 0.98
us_pacific_date: 2025-05-01
win_ratio: 0.49754204398447605
generation_params: {'temperature': 0.45, 'top_p': 0.94, 'min_p': 0.03, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 5, '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-qwen32b-sftexp1-40281-v2-mkmlizer
Waiting for job on chaiml-qwen32b-sftexp1-40281-v2-mkmlizer to finish
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║       /___/                                                         ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: Downloaded to shared memory in 88.088s
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpo5kxj6pq, device:0
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: quantized model in 65.766s
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: Processed model ChaiML/qwen32b-sftexp1-s1-retryv2lex50perc in 153.855s
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/config.json
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/added_tokens.json
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/special_tokens_map.json
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/tokenizer_config.json
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/merges.txt
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/tokenizer.json
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/vocab.json
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/flywheel_model.2.safetensors
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/flywheel_model.1.safetensors
chaiml-qwen32b-sftexp1-40281-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sftexp1-40281-v2/flywheel_model.0.safetensors
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Job chaiml-qwen32b-sftexp1-40281-v2-mkmlizer completed after 187.18s with status: succeeded
Stopping job with name chaiml-qwen32b-sftexp1-40281-v2-mkmlizer
Pipeline stage MKMLizer completed in 187.73s
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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-qwen32b-sftexp1-40281-v2
Waiting for inference service chaiml-qwen32b-sftexp1-40281-v2 to be ready
Inference service chaiml-qwen32b-sftexp1-40281-v2 ready after 140.75199103355408s
Pipeline stage MKMLDeployer completed in 141.16s
run pipeline stage %s
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 3.4046411514282227s
Received healthy response to inference request in 2.867006540298462s
Received healthy response to inference request in 2.750216245651245s
Received healthy response to inference request in 2.4476191997528076s
5 requests
1 failed requests
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95th percentile: 16.79621715545654
99th percentile: 19.474532356262205
mean time: 6.322718858718872
%s, retrying in %s seconds...
Received healthy response to inference request in 2.6857826709747314s
Received healthy response to inference request in 2.6800339221954346s
Received healthy response to inference request in 2.478872537612915s
Received healthy response to inference request in 2.456512928009033s
Received healthy response to inference request in 2.9054722785949707s
5 requests
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5th percentile: 2.4609848499298095
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mean time: 2.641334867477417
Pipeline stage StressChecker completed in 47.34s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3473.03s
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chaiml-qwen32b-sftexp1-_40281_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwen32b-sftexp1-_40281_v2 status is now torndown due to DeploymentManager action