developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92877_v4
model_name: chaiml-mn24b-v2preferwi_92877_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T07:09:49+00:00
num_battles: 5979
num_wins: 2886
celo_rating: 1271.29
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.542503458936438, 'latency_mean': 1.8431809663772583, 'latency_p50': 1.8565672636032104, 'latency_p90': 2.0365740299224853}, {'batch_size': 3, 'throughput': 1.1045383320296784, 'latency_mean': 2.7059377241134643, 'latency_p50': 2.7185875177383423, 'latency_p90': 2.9731316566467285}, {'batch_size': 5, 'throughput': 1.4307427588561312, 'latency_mean': 3.479942251443863, 'latency_p50': 3.492993116378784, 'latency_p90': 3.8558781147003174}, {'batch_size': 6, 'throughput': 1.5512168560300488, 'latency_mean': 3.847794831991196, 'latency_p50': 3.811910390853882, 'latency_p90': 4.3557741165161135}, {'batch_size': 8, 'throughput': 1.6915046531325761, 'latency_mean': 4.689739308357239, 'latency_p50': 4.71284282207489, 'latency_p90': 5.218335485458374}, {'batch_size': 10, 'throughput': 1.7866801065481062, 'latency_mean': 5.555396443605423, 'latency_p50': 5.5339356660842896, 'latency_p90': 6.40029125213623}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92877_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-27
win_ratio: 0.4826894129453086
generation_params: {'temperature': 0.75, '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-92877-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92877-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: Downloaded to shared memory in 162.629s
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmps2p1da6r, device:0
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: quantized model in 283.631s
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 in 446.261s
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia/tokenizer.json
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-92877-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92877-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92877-v4-mkmlizer completed after 558.72s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92877-v4-mkmlizer
Pipeline stage MKMLizer completed in 559.25s
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-92877-v4
Waiting for inference service chaiml-mn24b-v2preferwi-92877-v4 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-92877-v4 ready after 60.238837003707886s
Pipeline stage MKMLDeployer completed in 71.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.446049690246582s
Received healthy response to inference request in 2.1507933139801025s
Received healthy response to inference request in 1.815305233001709s
Received healthy response to inference request in 1.3214151859283447s
Received healthy response to inference request in 2.194610595703125s
5 requests
0 failed requests
5th percentile: 1.4201931953430176
10th percentile: 1.5189712047576904
20th percentile: 1.7165272235870361
30th percentile: 1.8824028491973877
40th percentile: 2.016598081588745
50th percentile: 2.1507933139801025
60th percentile: 2.1683202266693113
70th percentile: 2.1858471393585206
80th percentile: 2.2448984146118165
90th percentile: 2.345474052429199
95th percentile: 2.3957618713378905
99th percentile: 2.4359921264648436
mean time: 1.9856348037719727
Pipeline stage StressChecker completed in 11.25s
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 0.65s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v4 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-92877-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-92877-v4-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92877_v4 status is now torndown due to DeploymentManager action