developer_uid: NischayDnk
submission_id: chaiml-nis-cogito32b-si_49363_v1
model_name: chaiml-nis-cogito32b-si_49363_v1
model_group: ChaiML/nis-cogito32b-sim
status: torndown
timestamp: 2025-04-23T07:18:38+00:00
num_battles: 9613
num_wins: 5402
celo_rating: 1331.47
family_friendly_score: 0.4998
family_friendly_standard_error: 0.007071067246180028
submission_type: basic
model_repo: ChaiML/nis-cogito32b-simpoexp2-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': 0.38955565026006633, 'latency_mean': 2.5669716930389406, 'latency_p50': 2.5476878881454468, 'latency_p90': 2.869142031669617}, {'batch_size': 3, 'throughput': 0.8820028399526487, 'latency_mean': 3.390757565498352, 'latency_p50': 3.3650450706481934, 'latency_p90': 3.767236089706421}, {'batch_size': 5, 'throughput': 1.1952517332953851, 'latency_mean': 4.148399889469147, 'latency_p50': 4.186276435852051, 'latency_p90': 4.566619324684143}, {'batch_size': 6, 'throughput': 1.312629258224769, 'latency_mean': 4.534035028219223, 'latency_p50': 4.512897253036499, 'latency_p90': 5.070688533782959}, {'batch_size': 8, 'throughput': 1.4942585016362548, 'latency_mean': 5.312162636518479, 'latency_p50': 5.336129307746887, 'latency_p90': 5.935567784309387}, {'batch_size': 10, 'throughput': 1.6271566684034096, 'latency_mean': 6.082058477401733, 'latency_p50': 6.104589581489563, 'latency_p90': 6.842408776283264}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nis-cogito32b-si_49363_v1
is_internal_developer: False
language_model: ChaiML/nis-cogito32b-simpoexp2-s2-pref1320v2dpo
model_size: 33B
ranking_group: single
throughput_3p7s: 1.03
us_pacific_date: 2025-04-23
win_ratio: 0.5619473629460107
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', '<|im_start|>', '<|im_end|>'], '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-nis-cogito32b-si-49363-v1-mkmlizer
Waiting for job on chaiml-nis-cogito32b-si-49363-v1-mkmlizer to finish
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: Downloaded to shared memory in 103.105s
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplym7mjhf, device:0
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: quantized model in 63.962s
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: Processed model ChaiML/nis-cogito32b-simpoexp2-s2-pref1320v2dpo in 167.068s
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/config.json
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/added_tokens.json
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/special_tokens_map.json
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/tokenizer_config.json
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/merges.txt
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/vocab.json
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/tokenizer.json
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/flywheel_model.2.safetensors
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/flywheel_model.1.safetensors
chaiml-nis-cogito32b-si-49363-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-49363-v1/flywheel_model.0.safetensors
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Job chaiml-nis-cogito32b-si-49363-v1-mkmlizer completed after 196.28s with status: succeeded
Stopping job with name chaiml-nis-cogito32b-si-49363-v1-mkmlizer
Pipeline stage MKMLizer completed in 196.78s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito32b-si-49363-v1
Waiting for inference service chaiml-nis-cogito32b-si-49363-v1 to be ready
Inference service chaiml-nis-cogito32b-si-49363-v1 ready after 130.5262804031372s
Pipeline stage MKMLDeployer completed in 131.22s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.5338613986968994s
Received healthy response to inference request in 2.9091796875s
Received healthy response to inference request in 2.615825653076172s
Received healthy response to inference request in 2.9009933471679688s
Received healthy response to inference request in 2.8664908409118652s
5 requests
0 failed requests
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80th percentile: 3.03411602973938
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95th percentile: 3.4089250564575195
99th percentile: 3.5088741302490236
mean time: 2.965270185470581
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5634.32s
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chaiml-nis-cogito32b-si_49363_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito32b-si_49363_v1 status is now torndown due to DeploymentManager action