developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29988_v5
model_name: chaiml-mn24b-v2preferwi_29988_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T04:44:13+00:00
num_battles: 5158
num_wins: 2693
celo_rating: 1275.64
family_friendly_score: 0.5704
family_friendly_standard_error: 0.007000626257700092
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
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': 0.5458510608142534, 'latency_mean': 1.8318784379959105, 'latency_p50': 1.8459612131118774, 'latency_p90': 2.0194138050079347}, {'batch_size': 3, 'throughput': 1.1161369498917735, 'latency_mean': 2.6806602704524995, 'latency_p50': 2.6895792484283447, 'latency_p90': 2.9482932567596434}, {'batch_size': 5, 'throughput': 1.4404605065045892, 'latency_mean': 3.4561653327941895, 'latency_p50': 3.4374066591262817, 'latency_p90': 3.9333874464035032}, {'batch_size': 6, 'throughput': 1.5441014187433868, 'latency_mean': 3.861322523355484, 'latency_p50': 3.880243182182312, 'latency_p90': 4.390786790847779}, {'batch_size': 8, 'throughput': 1.682574555566445, 'latency_mean': 4.718424886465073, 'latency_p50': 4.730434536933899, 'latency_p90': 5.3369152545928955}, {'batch_size': 10, 'throughput': 1.771317289990936, 'latency_mean': 5.606968532800675, 'latency_p50': 5.617045640945435, 'latency_p90': 6.440508890151977}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29988_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5221015897634742
generation_params: {'temperature': 0.8, '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-29988-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29988-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: Downloaded to shared memory in 81.334s
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvbx5japv, device:0
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-29988-v5-mkmlizer: quantized model in 287.614s
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 in 368.949s
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-29988-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-29988-v5-mkmlizer completed after 441.09s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29988-v5-mkmlizer
Pipeline stage MKMLizer completed in 442.00s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-29988-v5
Waiting for inference service chaiml-mn24b-v2preferwi-29988-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-29988-v5 ready after 60.97880983352661s
Pipeline stage MKMLDeployer completed in 61.68s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.448809862136841s
Received healthy response to inference request in 1.8939878940582275s
Received healthy response to inference request in 1.6491527557373047s
Received healthy response to inference request in 1.7552363872528076s
5 requests
1 failed requests
5th percentile: 1.6703694820404054
10th percentile: 1.6915862083435058
20th percentile: 1.734019660949707
30th percentile: 1.7829866886138916
40th percentile: 1.8384872913360595
50th percentile: 1.8939878940582275
60th percentile: 2.115916681289673
70th percentile: 2.337845468521118
80th percentile: 5.992918395996097
90th percentile: 13.081135463714602
95th percentile: 16.62524399757385
99th percentile: 19.460530824661255
mean time: 5.583307886123658
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9152450561523438s
Received healthy response to inference request in 1.693068265914917s
Received healthy response to inference request in 1.901557445526123s
Received healthy response to inference request in 1.7226197719573975s
Received healthy response to inference request in 1.6553997993469238s
5 requests
0 failed requests
5th percentile: 1.6629334926605224
10th percentile: 1.6704671859741211
20th percentile: 1.6855345726013184
30th percentile: 1.698978567123413
40th percentile: 1.7107991695404052
50th percentile: 1.7226197719573975
60th percentile: 1.7941948413848876
70th percentile: 1.865769910812378
80th percentile: 1.9042949676513672
90th percentile: 1.9097700119018555
95th percentile: 1.9125075340270996
99th percentile: 1.9146975517272948
mean time: 1.777578067779541
Pipeline stage StressChecker completed in 41.44s
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 0.77s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v5 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 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-29988-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-29988-v5-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 2892.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29988_v5 status is now torndown due to DeploymentManager action