developer_uid: NischayDnk
submission_id: chaiml-nis-cogito32b-dp_59830_v1
model_name: chaiml-nis-cogito32b-dp_59830_v1
model_group: ChaiML/nis-cogito32b-dpo
status: torndown
timestamp: 2025-04-23T14:22:48+00:00
num_battles: 178
num_wins: 97
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/nis-cogito32b-dpoexp2-s2-pref1320v2dpo-1
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': 0.3877435494860704, 'latency_mean': 2.578969501256943, 'latency_p50': 2.5607420206069946, 'latency_p90': 2.8835237503051756}, {'batch_size': 3, 'throughput': 0.8788102548504042, 'latency_mean': 3.3971648418903353, 'latency_p50': 3.374985098838806, 'latency_p90': 3.768593096733093}, {'batch_size': 5, 'throughput': 1.2066624232953733, 'latency_mean': 4.111123272180557, 'latency_p50': 4.065187335014343, 'latency_p90': 4.6145093679428095}, {'batch_size': 6, 'throughput': 1.3161958229526853, 'latency_mean': 4.534441740512848, 'latency_p50': 4.513491272926331, 'latency_p90': 5.065223503112793}, {'batch_size': 8, 'throughput': 1.486845870151371, 'latency_mean': 5.339652626514435, 'latency_p50': 5.385174632072449, 'latency_p90': 6.031963348388672}, {'batch_size': 10, 'throughput': 1.6631836320395281, 'latency_mean': 5.965638729333878, 'latency_p50': 5.924560785293579, 'latency_p90': 6.773115873336792}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nis-cogito32b-dp_59830_v1
ineligible_reason: num_battles<5000
is_internal_developer: False
language_model: ChaiML/nis-cogito32b-dpoexp2-s2-pref1320v2dpo-1
model_size: 33B
ranking_group: single
throughput_3p7s: 1.04
us_pacific_date: 2025-04-23
win_ratio: 0.5449438202247191
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '\n', '<|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-dp-59830-v1-mkmlizer
Waiting for job on chaiml-nis-cogito32b-dp-59830-v1-mkmlizer to finish
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: Downloaded to shared memory in 111.671s
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp05k4s75p, device:0
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: quantized model in 64.661s
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: Processed model ChaiML/nis-cogito32b-dpoexp2-s2-pref1320v2dpo-1 in 176.333s
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/config.json
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/added_tokens.json
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/special_tokens_map.json
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/tokenizer_config.json
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/merges.txt
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/vocab.json
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/tokenizer.json
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/flywheel_model.1.safetensors
chaiml-nis-cogito32b-dp-59830-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-59830-v1/flywheel_model.0.safetensors
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Job chaiml-nis-cogito32b-dp-59830-v1-mkmlizer completed after 206.62s with status: succeeded
Stopping job with name chaiml-nis-cogito32b-dp-59830-v1-mkmlizer
Pipeline stage MKMLizer completed in 207.14s
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Creating inference service chaiml-nis-cogito32b-dp-59830-v1
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Inference service chaiml-nis-cogito32b-dp-59830-v1 ready after 130.48148798942566s
Pipeline stage MKMLDeployer completed in 131.00s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.339214563369751s
Received healthy response to inference request in 2.846536159515381s
Received healthy response to inference request in 2.9163384437561035s
Received healthy response to inference request in 2.711895227432251s
Received healthy response to inference request in 2.968458652496338s
5 requests
0 failed requests
5th percentile: 2.738823413848877
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70th percentile: 2.958034610748291
80th percentile: 3.0426098346710204
90th percentile: 3.190912199020386
95th percentile: 3.2650633811950684
99th percentile: 3.3243843269348146
mean time: 2.956488609313965
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