developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51234_v2
model_name: chaiml-mn24b-v2preferwi_51234_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:16:36+00:00
num_battles: 5626
num_wins: 2917
celo_rating: 1278.19
family_friendly_score: 0.5718
family_friendly_standard_error: 0.006997781934298896
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
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': 0.5492841487971689, 'latency_mean': 1.820453655719757, 'latency_p50': 1.8177812099456787, 'latency_p90': 2.0388565063476562}, {'batch_size': 3, 'throughput': 1.1150628919210006, 'latency_mean': 2.6852807927131654, 'latency_p50': 2.6954277753829956, 'latency_p90': 2.979716110229492}, {'batch_size': 5, 'throughput': 1.4205322020868663, 'latency_mean': 3.4935019719600677, 'latency_p50': 3.5046942234039307, 'latency_p90': 3.957781982421875}, {'batch_size': 6, 'throughput': 1.5251134305441105, 'latency_mean': 3.903710731267929, 'latency_p50': 3.8706125020980835, 'latency_p90': 4.44573495388031}, {'batch_size': 8, 'throughput': 1.6783738160649229, 'latency_mean': 4.736012585163117, 'latency_p50': 4.748048424720764, 'latency_p90': 5.285317373275757}, {'batch_size': 10, 'throughput': 1.7561696821394734, 'latency_mean': 5.6437046539783475, 'latency_p50': 5.648604035377502, 'latency_p90': 6.361446022987366}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51234_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-19
win_ratio: 0.518485602559545
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-51234-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51234-v2-mkmlizer to finish
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chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-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', '')
Stopping job with name chaiml-mn24b-v2preferwi-51234-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-51234-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51234-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: Downloaded to shared memory in 61.145s
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0hhc8581, device:0
chaiml-mn24b-v2preferwi-51234-v2-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-51234-v2-mkmlizer: quantized model in 289.203s
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 in 350.349s
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51234-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51234-v2-mkmlizer completed after 418.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51234-v2-mkmlizer
Pipeline stage MKMLizer completed in 1366.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-51234-v2
Waiting for inference service chaiml-mn24b-v2preferwi-51234-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-51234-v2 ready after 70.29943919181824s
Pipeline stage MKMLDeployer completed in 70.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4593582153320312s
Received healthy response to inference request in 1.6768097877502441s
Received healthy response to inference request in 1.637995719909668s
Received healthy response to inference request in 1.5204532146453857s
Received healthy response to inference request in 1.788722038269043s
5 requests
0 failed requests
5th percentile: 1.5439617156982421
10th percentile: 1.5674702167510985
20th percentile: 1.6144872188568116
30th percentile: 1.6457585334777831
40th percentile: 1.6612841606140136
50th percentile: 1.6768097877502441
60th percentile: 1.7215746879577636
70th percentile: 1.7663395881652832
80th percentile: 1.9228492736816407
90th percentile: 2.1911037445068358
95th percentile: 2.3252309799194335
99th percentile: 2.4325327682495117
mean time: 1.8166677951812744
Pipeline stage StressChecker completed in 11.05s
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 0.86s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v2 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51234-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51234-v2-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 2659.14s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51234_v2 status is now torndown due to DeploymentManager action