developer_uid: NischayDnk
submission_id: chaiml-nis-qwen32b-sim_98336_v31
model_name: chaiml-nis-qwen32b-sim_98336_v31
model_group: ChaiML/nis-qwen32b-simpo
status: torndown
timestamp: 2025-06-23T06:17:44+00:00
num_battles: 6862
num_wins: 3237
celo_rating: 1270.69
family_friendly_score: 0.49339999999999995
family_friendly_standard_error: 0.0070704517536010385
submission_type: basic
model_repo: ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2
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': 0.41952744005310383, 'latency_mean': 2.3835091471672056, 'latency_p50': 2.3797173500061035, 'latency_p90': 2.661080813407898}, {'batch_size': 3, 'throughput': 0.9149831308340358, 'latency_mean': 3.26504532456398, 'latency_p50': 3.2959386110305786, 'latency_p90': 3.604623222351074}, {'batch_size': 5, 'throughput': 1.2135280054375885, 'latency_mean': 4.112349309921265, 'latency_p50': 4.096858382225037, 'latency_p90': 4.586851668357849}, {'batch_size': 6, 'throughput': 1.3130890896975442, 'latency_mean': 4.518743932247162, 'latency_p50': 4.524057745933533, 'latency_p90': 5.067395830154419}, {'batch_size': 8, 'throughput': 1.4717711729992782, 'latency_mean': 5.394981615543365, 'latency_p50': 5.428616404533386, 'latency_p90': 5.995768451690674}, {'batch_size': 10, 'throughput': 1.6043994877164933, 'latency_mean': 6.1760768842697145, 'latency_p50': 6.159230351448059, 'latency_p90': 7.042557859420776}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nis-qwen32b-sim_98336_v31
is_internal_developer: False
language_model: ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2
model_size: 33B
ranking_group: single
throughput_3p7s: 1.09
us_pacific_date: 2025-06-22
win_ratio: 0.4717283590789857
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-nis-qwen32b-sim-98336-v31-mkmlizer
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chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║                                                                     ║
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chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: Downloaded to shared memory in 77.966s
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: Checking if ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2 already exists in ChaiML
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsljid5ce, device:0
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: quantized model in 465.672s
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: Processed model ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2 in 543.639s
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v31
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v31/config.json
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v31/added_tokens.json
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v31/special_tokens_map.json
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v31/tokenizer_config.json
chaiml-nis-qwen32b-sim-98336-v31-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v31/flywheel_model.1.safetensors
Job chaiml-nis-qwen32b-sim-98336-v31-mkmlizer completed after 574.59s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-sim-98336-v31-mkmlizer
Pipeline stage MKMLizer completed in 575.31s
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Creating inference service chaiml-nis-qwen32b-sim-98336-v31
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Inference service chaiml-nis-qwen32b-sim-98336-v31 ready after 140.49896216392517s
Pipeline stage MKMLDeployer completed in 141.11s
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Received healthy response to inference request in 3.601595163345337s
Received healthy response to inference request in 2.43917179107666s
Received healthy response to inference request in 2.27219557762146s
Received healthy response to inference request in 2.5418505668640137s
Received healthy response to inference request in 2.291569948196411s
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5th percentile: 2.2760704517364503
10th percentile: 2.2799453258514406
20th percentile: 2.287695074081421
30th percentile: 2.321090316772461
40th percentile: 2.3801310539245604
50th percentile: 2.43917179107666
60th percentile: 2.4802433013916017
70th percentile: 2.521314811706543
80th percentile: 2.7537994861602786
90th percentile: 3.1776973247528075
95th percentile: 3.389646244049072
99th percentile: 3.559205379486084
mean time: 2.6292766094207765
Pipeline stage StressChecker completed in 14.69s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.73s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3228.42s
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chaiml-nis-qwen32b-sim_98336_v31 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwen32b-sim_98336_v31 status is now torndown due to DeploymentManager action