chaiml-nis-qwen32b-dpoe_26799

developer_uid: NischayDnk

submission_id: chaiml-nis-qwen32b-dpoe_26799_v2

model_name: chaiml-nis-qwen32b-dpoe_26799_v2

model_group: ChaiML/nis-qwen32b-dpoex

status: torndown

timestamp: 2025-04-18T16:34:14+00:00

num_battles: 7108

num_wins: 3633

celo_rating: 1293.29

family_friendly_score: 0.5606

family_friendly_standard_error: 0.007018940660812

submission_type: basic

model_repo: ChaiML/nis-qwen32b-dpoexp1-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': 0.2774352799896361, 'latency_mean': 3.604379153251648, 'latency_p50': 3.587866187095642, 'latency_p90': 4.078684306144714}, {'batch_size': 2, 'throughput': 0.4483594799575465, 'latency_mean': 4.460403723716736, 'latency_p50': 4.466539978981018, 'latency_p90': 4.957330989837646}, {'batch_size': 3, 'throughput': 0.5936074694353585, 'latency_mean': 5.032008121013641, 'latency_p50': 5.012755274772644, 'latency_p90': 5.577730274200439}, {'batch_size': 5, 'throughput': 0.7896345992674264, 'latency_mean': 6.293451426029205, 'latency_p50': 6.253591179847717, 'latency_p90': 7.098288440704345}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-qwen32b-dpoe_26799_v2

is_internal_developer: False

language_model: ChaiML/nis-qwen32b-dpoexp1-s1-pref-1295datav1sft

model_size: 33B

ranking_group: single

throughput_3p7s: 0.3

us_pacific_date: 2025-04-18

win_ratio: 0.5111142374788971

generation_params: {'temperature': 0.375, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, '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-qwen32b-dpoe-26799-v2-mkmlizer
Waiting for job on chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer to finish
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: Downloaded to shared memory in 96.693s
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwu5hem7o, device:0
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: quantized model in 63.799s
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: Processed model ChaiML/nis-qwen32b-dpoexp1-s1-pref-1295datav1sft in 160.493s
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/config.json
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/added_tokens.json
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/special_tokens_map.json
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/tokenizer_config.json
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/merges.txt
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/vocab.json
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/tokenizer.json
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/flywheel_model.2.safetensors
chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v2/flywheel_model.0.safetensors
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Job chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer completed after 197.34s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-dpoe-26799-v2-mkmlizer
Pipeline stage MKMLizer completed in 198.03s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-qwen32b-dpoe-26799-v2
Waiting for inference service chaiml-nis-qwen32b-dpoe-26799-v2 to be ready
Inference service chaiml-nis-qwen32b-dpoe-26799-v2 ready after 130.4872465133667s
Pipeline stage MKMLDeployer completed in 131.03s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.9105629920959473s
Received healthy response to inference request in 3.3974661827087402s
Received healthy response to inference request in 3.4885497093200684s
Received healthy response to inference request in 3.5497021675109863s
Received healthy response to inference request in 3.6293461322784424s
5 requests
0 failed requests
5th percentile: 3.415682888031006
10th percentile: 3.4338995933532717
20th percentile: 3.4703330039978026
30th percentile: 3.500780200958252
40th percentile: 3.525241184234619
50th percentile: 3.5497021675109863
60th percentile: 3.581559753417969
70th percentile: 3.6134173393249513
80th percentile: 3.6855895042419435
90th percentile: 3.7980762481689454
95th percentile: 3.854319620132446
99th percentile: 3.899314317703247
mean time: 3.595125436782837
Pipeline stage StressChecker completed in 19.06s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.63s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
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chaiml-nis-qwen32b-dpoe_26799_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3504.41s
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chaiml-nis-qwen32b-dpoe_26799_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwen32b-dpoe_26799_v2 status is now torndown due to DeploymentManager action