developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74284_v3
model_name: chaiml-mn24b-v2preferwi_74284_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:24:27+00:00
num_battles: 5335
num_wins: 2706
celo_rating: 1268.06
family_friendly_score: 0.5686
family_friendly_standard_error: 0.007004199311841433
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_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': 0.5476768925519399, 'latency_mean': 1.8257950377464294, 'latency_p50': 1.8259482383728027, 'latency_p90': 2.036307764053345}, {'batch_size': 3, 'throughput': 1.1238800033851148, 'latency_mean': 2.6604914510250093, 'latency_p50': 2.6617417335510254, 'latency_p90': 2.998919200897217}, {'batch_size': 5, 'throughput': 1.4390555445918725, 'latency_mean': 3.448469927310944, 'latency_p50': 3.457478642463684, 'latency_p90': 3.847598695755005}, {'batch_size': 6, 'throughput': 1.5567055982617706, 'latency_mean': 3.8262892615795137, 'latency_p50': 3.8327879905700684, 'latency_p90': 4.3293733358383175}, {'batch_size': 8, 'throughput': 1.7089064285781426, 'latency_mean': 4.642430834770202, 'latency_p50': 4.608076214790344, 'latency_p90': 5.323728561401367}, {'batch_size': 10, 'throughput': 1.8061447402958353, 'latency_mean': 5.4865232741832735, 'latency_p50': 5.487683534622192, 'latency_p90': 6.22072548866272}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74284_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-20
win_ratio: 0.5072164948453608
generation_params: {'temperature': 0.7, '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-74284-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74284-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: Downloaded to shared memory in 55.820s
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg0g93oqc, device:0
chaiml-mn24b-v2preferwi-74284-v3-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', '')
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-74284-v3-mkmlizer: quantized model in 284.609s
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 in 340.430s
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-74284-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-74284-v3-mkmlizer completed after 489.59s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74284-v3-mkmlizer
Pipeline stage MKMLizer completed in 490.16s
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-74284-v3
Waiting for inference service chaiml-mn24b-v2preferwi-74284-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-74284-v3 ready after 60.774662494659424s
Pipeline stage MKMLDeployer completed in 61.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0516459941864014s
Received healthy response to inference request in 1.7533857822418213s
Received healthy response to inference request in 1.841329574584961s
Received healthy response to inference request in 1.8548593521118164s
Received healthy response to inference request in 1.6612846851348877s
5 requests
0 failed requests
5th percentile: 1.6797049045562744
10th percentile: 1.6981251239776611
20th percentile: 1.7349655628204346
30th percentile: 1.7709745407104491
40th percentile: 1.806152057647705
50th percentile: 1.841329574584961
60th percentile: 1.8467414855957032
70th percentile: 1.8521533966064454
80th percentile: 1.8942166805267335
90th percentile: 1.9729313373565673
95th percentile: 2.0122886657714845
99th percentile: 2.043774528503418
mean time: 1.8325010776519775
Pipeline stage StressChecker completed in 10.65s
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 0.63s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v3 status is now deployed due to DeploymentManager action
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 3076.44s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74284_v3 status is now torndown due to DeploymentManager action