developer_uid: NischayDnk
submission_id: chaiml-nis-cogito32b-dp_55758_v2
model_name: chaiml-nis-cogito32b-dp_55758_v2
model_group: ChaiML/nis-cogito32b-dpo
status: torndown
timestamp: 2025-04-23T04:11:29+00:00
num_battles: 8755
num_wins: 4685
celo_rating: 1312.72
family_friendly_score: 0.5114000000000001
family_friendly_standard_error: 0.007069229661002675
submission_type: basic
model_repo: ChaiML/nis-cogito32b-dpoexp1-s2-pref1320v2dpo
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': 0.3856633476698318, 'latency_mean': 2.592873946428299, 'latency_p50': 2.565114974975586, 'latency_p90': 2.9087311029434204}, {'batch_size': 3, 'throughput': 0.8616144540850187, 'latency_mean': 3.469720938205719, 'latency_p50': 3.480477452278137, 'latency_p90': 3.833187532424927}, {'batch_size': 5, 'throughput': 1.1837266245982259, 'latency_mean': 4.201079115867615, 'latency_p50': 4.222669243812561, 'latency_p90': 4.705944538116455}, {'batch_size': 6, 'throughput': 1.30050534132767, 'latency_mean': 4.5671211063861845, 'latency_p50': 4.5735204219818115, 'latency_p90': 5.02528645992279}, {'batch_size': 8, 'throughput': 1.471479658513761, 'latency_mean': 5.397654242515564, 'latency_p50': 5.394519925117493, 'latency_p90': 6.133074069023133}, {'batch_size': 10, 'throughput': 1.6074353111619264, 'latency_mean': 6.152288098335266, 'latency_p50': 6.1893311738967896, 'latency_p90': 6.847796630859375}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nis-cogito32b-dp_55758_v2
is_internal_developer: False
language_model: ChaiML/nis-cogito32b-dpoexp1-s2-pref1320v2dpo
model_size: 33B
ranking_group: single
throughput_3p7s: 0.98
us_pacific_date: 2025-04-22
win_ratio: 0.5351227869788692
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nis-cogito32b-dp-55758-v2-mkmlizer
Waiting for job on chaiml-nis-cogito32b-dp-55758-v2-mkmlizer to finish
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: Downloaded to shared memory in 91.981s
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5zwsoovg, device:0
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: quantized model in 64.989s
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: Processed model ChaiML/nis-cogito32b-dpoexp1-s2-pref1320v2dpo in 156.970s
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/config.json
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/added_tokens.json
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/special_tokens_map.json
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/tokenizer_config.json
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/merges.txt
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/vocab.json
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/tokenizer.json
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/flywheel_model.2.safetensors
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/flywheel_model.1.safetensors
chaiml-nis-cogito32b-dp-55758-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-55758-v2/flywheel_model.0.safetensors
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Job chaiml-nis-cogito32b-dp-55758-v2-mkmlizer completed after 198.47s with status: succeeded
Stopping job with name chaiml-nis-cogito32b-dp-55758-v2-mkmlizer
Pipeline stage MKMLizer completed in 198.99s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito32b-dp-55758-v2
Waiting for inference service chaiml-nis-cogito32b-dp-55758-v2 to be ready
Inference service chaiml-nis-cogito32b-dp-55758-v2 ready after 130.62342357635498s
Pipeline stage MKMLDeployer completed in 131.19s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.4127860069274902s
Received healthy response to inference request in 2.5081822872161865s
Received healthy response to inference request in 2.561420202255249s
Received healthy response to inference request in 2.50689697265625s
Received healthy response to inference request in 2.8782083988189697s
5 requests
0 failed requests
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20th percentile: 2.5079252243041994
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50th percentile: 2.561420202255249
60th percentile: 2.6881354808807374
70th percentile: 2.8148507595062253
80th percentile: 2.985123920440674
90th percentile: 3.198954963684082
95th percentile: 3.305870485305786
99th percentile: 3.3914029026031494
mean time: 2.773498773574829
Pipeline stage StressChecker completed in 15.52s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.72s
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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
Pipeline stage OfflineFamilyFriendlyScorer completed in 5324.26s
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chaiml-nis-cogito32b-dp_55758_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito32b-dp_55758_v2 status is now torndown due to DeploymentManager action