chaiml-nis-cogito-32b-s_85913

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito-32b-s_85913_v2

model_name: chaiml-nis-cogito-32b-s_85913_v2

model_group: ChaiML/nis-cogito-32b-sf

status: torndown

timestamp: 2025-04-16T06:24:08+00:00

num_battles: 7471

num_wins: 3456

celo_rating: 1259.77

family_friendly_score: 0.5966

family_friendly_standard_error: 0.006937844622071036

submission_type: basic

model_repo: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys4k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 1

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2851652373121503, 'latency_mean': 3.5066425812244417, 'latency_p50': 3.5240577459335327, 'latency_p90': 3.916458511352539}, {'batch_size': 2, 'throughput': 0.47300803502729477, 'latency_mean': 4.214079271554947, 'latency_p50': 4.202948331832886, 'latency_p90': 4.685704183578491}, {'batch_size': 3, 'throughput': 0.6420101458553039, 'latency_mean': 4.659380710124969, 'latency_p50': 4.64098846912384, 'latency_p90': 5.191738247871399}, {'batch_size': 4, 'throughput': 0.7811931621717212, 'latency_mean': 5.082220811843872, 'latency_p50': 5.01227331161499, 'latency_p90': 5.697600150108338}, {'batch_size': 5, 'throughput': 0.900163264990068, 'latency_mean': 5.51814990401268, 'latency_p50': 5.478728771209717, 'latency_p90': 6.137322640419006}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-cogito-32b-s_85913_v2

is_internal_developer: False

language_model: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys4k

model_size: 33B

ranking_group: single

throughput_3p7s: 0.34

us_pacific_date: 2025-04-15

win_ratio: 0.46258867621469685

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 1, '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-cogito-32b-s-85913-v2-mkmlizer
Waiting for job on chaiml-nis-cogito-32b-s-85913-v2-mkmlizer to finish
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: Downloaded to shared memory in 97.698s
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc4hk4mjr, device:0
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: quantized model in 63.864s
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: Processed model ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys4k in 161.562s
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/added_tokens.json
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/config.json
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/tokenizer_config.json
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/special_tokens_map.json
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/merges.txt
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/vocab.json
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/tokenizer.json
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/flywheel_model.2.safetensors
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/flywheel_model.1.safetensors
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v2/flywheel_model.0.safetensors
chaiml-nis-cogito-32b-s-85913-v2-mkmlizer: 
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Job chaiml-nis-cogito-32b-s-85913-v2-mkmlizer completed after 197.28s with status: succeeded
Stopping job with name chaiml-nis-cogito-32b-s-85913-v2-mkmlizer
Pipeline stage MKMLizer completed in 197.81s
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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-cogito-32b-s-85913-v2
Waiting for inference service chaiml-nis-cogito-32b-s-85913-v2 to be ready
Inference service chaiml-nis-cogito-32b-s-85913-v2 ready after 130.6364221572876s
Pipeline stage MKMLDeployer completed in 131.36s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.5936505794525146s
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Received healthy response to inference request in 3.0659563541412354s
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Received healthy response to inference request in 3.0473597049713135s
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mean time: 3.162705898284912
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3368.64s
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chaiml-nis-cogito-32b-s_85913_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito-32b-s_85913_v2 status is now torndown due to DeploymentManager action