chaiml-nis-qwen32b-dpoe_75458

developer_uid: NischayDnk

submission_id: chaiml-nis-qwen32b-dpoe_75458_v4

model_name: chaiml-nis-qwen32b-dpoe_75458_v4

model_group: ChaiML/nis-qwen32b-dpoex

status: torndown

timestamp: 2025-05-16T12:10:24+00:00

num_battles: 11599

num_wins: 6121

celo_rating: 1307.17

family_friendly_score: 0.5194

family_friendly_standard_error: 0.00706574327300391

submission_type: basic

model_repo: ChaiML/nis-qwen32b-dpoexp4-s1-pref-1295datav1sft

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': 0.38202711413247437, 'latency_mean': 2.6175594580173493, 'latency_p50': 2.6105334758758545, 'latency_p90': 2.9266788005828857}, {'batch_size': 3, 'throughput': 0.8658909551382402, 'latency_mean': 3.4409631204605104, 'latency_p50': 3.4468709230422974, 'latency_p90': 3.861942744255066}, {'batch_size': 5, 'throughput': 1.1724571251639795, 'latency_mean': 4.227896714210511, 'latency_p50': 4.2118213176727295, 'latency_p90': 4.766595125198364}, {'batch_size': 6, 'throughput': 1.299559394076479, 'latency_mean': 4.579417053461075, 'latency_p50': 4.58060884475708, 'latency_p90': 5.080929684638977}, {'batch_size': 8, 'throughput': 1.4606899806305094, 'latency_mean': 5.421530892848969, 'latency_p50': 5.370048642158508, 'latency_p90': 6.076558327674865}, {'batch_size': 10, 'throughput': 1.603020182997786, 'latency_mean': 6.168242449760437, 'latency_p50': 6.0987628698349, 'latency_p90': 7.049366927146911}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-nis-qwen32b-dpoe_75458_v4

is_internal_developer: False

language_model: ChaiML/nis-qwen32b-dpoexp4-s1-pref-1295datav1sft

model_size: 33B

ranking_group: single

throughput_3p7s: 0.99

us_pacific_date: 2025-05-16

win_ratio: 0.5277179067160962

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': ['<|im_end|>', '\n', '<|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-nis-qwen32b-dpoe-75458-v4-mkmlizer
Waiting for job on chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer to finish
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: Downloaded to shared memory in 89.669s
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpx9ptmz2j, device:0
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: quantized model in 65.145s
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: Processed model ChaiML/nis-qwen32b-dpoexp4-s1-pref-1295datav1sft in 154.815s
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/config.json
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/added_tokens.json
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/tokenizer_config.json
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/special_tokens_map.json
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/merges.txt
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/vocab.json
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/tokenizer.json
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/flywheel_model.2.safetensors
chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-75458-v4/flywheel_model.0.safetensors
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Job chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer completed after 197.57s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-dpoe-75458-v4-mkmlizer
Pipeline stage MKMLizer completed in 198.26s
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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-qwen32b-dpoe-75458-v4
Waiting for inference service chaiml-nis-qwen32b-dpoe-75458-v4 to be ready
Inference service chaiml-nis-qwen32b-dpoe-75458-v4 ready after 130.52366256713867s
Pipeline stage MKMLDeployer completed in 131.16s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.264946937561035s
Received healthy response to inference request in 2.6249289512634277s
Received healthy response to inference request in 2.735313892364502s
Received healthy response to inference request in 2.704580545425415s
Received healthy response to inference request in 2.5368423461914062s
5 requests
0 failed requests
5th percentile: 2.5544596672058106
10th percentile: 2.572076988220215
20th percentile: 2.6073116302490233
30th percentile: 2.640859270095825
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50th percentile: 2.704580545425415
60th percentile: 2.71687388420105
70th percentile: 2.7291672229766846
80th percentile: 2.8412405014038087
90th percentile: 3.0530937194824217
95th percentile: 3.1590203285217284
99th percentile: 3.243761615753174
mean time: 2.7733225345611574
Pipeline stage StressChecker completed in 15.38s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.89s
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chaiml-nis-qwen32b-dpoe_75458_v4 status is now deployed due to DeploymentManager action
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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 5998.02s
Shutdown handler de-registered
chaiml-nis-qwen32b-dpoe_75458_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwen32b-dpoe_75458_v4 status is now torndown due to DeploymentManager action