chaiml-nis-qwen32b-simp_58181

developer_uid: NischayDnk

submission_id: chaiml-nis-qwen32b-simp_58181_v1

model_name: chaiml-nis-qwen32b-simp_58181_v1

model_group: ChaiML/nis-qwen32b-simpo

status: torndown

timestamp: 2025-04-21T11:51:51+00:00

num_battles: 8350

num_wins: 4897

celo_rating: 1351.75

family_friendly_score: 0.3728

family_friendly_standard_error: 0.0068384232100682394

submission_type: basic

model_repo: ChaiML/nis-qwen32b-simpo-s2-simpoft1340-datav1

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': 0.2746372516680486, 'latency_mean': 3.6411048936843873, 'latency_p50': 3.6579456329345703, 'latency_p90': 4.014871191978455}, {'batch_size': 2, 'throughput': 0.44707388997742914, 'latency_mean': 4.472507643699646, 'latency_p50': 4.476586937904358, 'latency_p90': 4.927422761917114}, {'batch_size': 3, 'throughput': 0.5913163912408274, 'latency_mean': 5.044931108951569, 'latency_p50': 5.063857793807983, 'latency_p90': 5.560925722122192}, {'batch_size': 5, 'throughput': 0.7913826785896977, 'latency_mean': 6.266576527357102, 'latency_p50': 6.26221764087677, 'latency_p90': 7.042501711845397}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-qwen32b-simp_58181_v1

is_internal_developer: False

language_model: ChaiML/nis-qwen32b-simpo-s2-simpoft1340-datav1

model_size: 33B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-04-21

win_ratio: 0.5864670658682635

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_end|>', '<|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-simp-58181-v1-mkmlizer
Waiting for job on chaiml-nis-qwen32b-simp-58181-v1-mkmlizer to finish
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: Downloaded to shared memory in 103.803s
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpaiqf9cxc, device:0
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: quantized model in 62.845s
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: Processed model ChaiML/nis-qwen32b-simpo-s2-simpoft1340-datav1 in 166.648s
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/config.json
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/added_tokens.json
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/special_tokens_map.json
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/tokenizer_config.json
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/vocab.json
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/merges.txt
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/tokenizer.json
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/flywheel_model.2.safetensors
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/flywheel_model.1.safetensors
chaiml-nis-qwen32b-simp-58181-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-58181-v1/flywheel_model.0.safetensors
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Job chaiml-nis-qwen32b-simp-58181-v1-mkmlizer completed after 207.17s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-simp-58181-v1-mkmlizer
Pipeline stage MKMLizer completed in 207.68s
run pipeline stage %s
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-simp-58181-v1
Waiting for inference service chaiml-nis-qwen32b-simp-58181-v1 to be ready
Inference service chaiml-nis-qwen32b-simp-58181-v1 ready after 130.47621512413025s
Pipeline stage MKMLDeployer completed in 131.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.029247760772705s
Received healthy response to inference request in 3.555954694747925s
Received healthy response to inference request in 3.4512486457824707s
Received healthy response to inference request in 3.8255159854888916s
Received healthy response to inference request in 3.488412857055664s
5 requests
0 failed requests
5th percentile: 3.4586814880371093
10th percentile: 3.466114330291748
20th percentile: 3.4809800148010255
30th percentile: 3.501921224594116
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90th percentile: 3.94775505065918
95th percentile: 3.9885014057159425
99th percentile: 4.021098489761353
mean time: 3.6700759887695313
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Received healthy response to inference request in 3.3661391735076904s
Received healthy response to inference request in 3.404045581817627s
Received healthy response to inference request in 3.493835210800171s
Received healthy response to inference request in 3.476801633834839s
Received healthy response to inference request in 3.592738151550293s
5 requests
0 failed requests
5th percentile: 3.3737204551696776
10th percentile: 3.381301736831665
20th percentile: 3.39646430015564
30th percentile: 3.418596792221069
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70th percentile: 3.4904284954071043
80th percentile: 3.5136157989501955
90th percentile: 3.5531769752502442
95th percentile: 3.5729575634002684
99th percentile: 3.588782033920288
mean time: 3.466711950302124
Pipeline stage StressChecker completed in 38.60s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.72s
Shutdown handler de-registered
chaiml-nis-qwen32b-simp_58181_v1 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
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4602.56s
Shutdown handler de-registered
chaiml-nis-qwen32b-simp_58181_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwen32b-simp_58181_v1 status is now torndown due to DeploymentManager action