developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59629_v3
model_name: chaiml-mn24b-v2preferwi_59629_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:22:07+00:00
num_battles: 5501
num_wins: 2883
celo_rating: 1273.61
family_friendly_score: 0.5754
family_friendly_standard_error: 0.0069902051472041935
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5537081312239415, 'latency_mean': 1.8058806157112122, 'latency_p50': 1.7999069690704346, 'latency_p90': 2.03654260635376}, {'batch_size': 3, 'throughput': 1.1033084773459745, 'latency_mean': 2.7047732663154602, 'latency_p50': 2.6947399377822876, 'latency_p90': 2.957214426994324}, {'batch_size': 5, 'throughput': 1.4207237520567522, 'latency_mean': 3.502792669534683, 'latency_p50': 3.488811492919922, 'latency_p90': 4.007282423973083}, {'batch_size': 6, 'throughput': 1.5331902174391228, 'latency_mean': 3.8903677678108215, 'latency_p50': 3.8946691751480103, 'latency_p90': 4.419344353675842}, {'batch_size': 8, 'throughput': 1.6939378670862852, 'latency_mean': 4.672972512245178, 'latency_p50': 4.594374299049377, 'latency_p90': 5.559873056411743}, {'batch_size': 10, 'throughput': 1.743389550862558, 'latency_mean': 5.6939507007598875, 'latency_p50': 5.672833800315857, 'latency_p90': 6.513304996490478}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59629_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.5240865297218688
generation_params: {'temperature': 0.65, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
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-mn24b-v2preferwi-59629-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59629-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: Downloaded to shared memory in 53.597s
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2188yr2c, device:0
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: quantized model in 290.068s
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 in 343.666s
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59629-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59629-v3-mkmlizer completed after 449.06s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59629-v3-mkmlizer
Pipeline stage MKMLizer completed in 449.60s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-59629-v3
Waiting for inference service chaiml-mn24b-v2preferwi-59629-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-59629-v3 ready after 70.3024389743805s
Pipeline stage MKMLDeployer completed in 70.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2576792240142822s
Received healthy response to inference request in 1.919527530670166s
Received healthy response to inference request in 1.9936537742614746s
Received healthy response to inference request in 1.9081206321716309s
Received healthy response to inference request in 1.7081077098846436s
5 requests
0 failed requests
5th percentile: 1.748110294342041
10th percentile: 1.7881128787994385
20th percentile: 1.8681180477142334
30th percentile: 1.9104020118713378
40th percentile: 1.914964771270752
50th percentile: 1.919527530670166
60th percentile: 1.9491780281066895
70th percentile: 1.978828525543213
80th percentile: 2.046458864212036
90th percentile: 2.1520690441131594
95th percentile: 2.204874134063721
99th percentile: 2.24711820602417
mean time: 1.9574177742004395
Pipeline stage StressChecker completed in 11.52s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.70s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-59629-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59629-v3-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2840.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59629_v3 status is now torndown due to DeploymentManager action