developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25799_v5
model_name: chaiml-mn24b-v2preferwi_25799_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:38:26+00:00
num_battles: 5352
num_wins: 2771
celo_rating: 1272.44
family_friendly_score: 0.5104
family_friendly_standard_error: 0.00706953803299763
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5471896127007343, 'latency_mean': 1.8274006593227385, 'latency_p50': 1.8216253519058228, 'latency_p90': 2.017992067337036}, {'batch_size': 3, 'throughput': 1.1080010359138066, 'latency_mean': 2.696577577590942, 'latency_p50': 2.7120866775512695, 'latency_p90': 2.962989091873169}, {'batch_size': 5, 'throughput': 1.4084540787951552, 'latency_mean': 3.5304113006591797, 'latency_p50': 3.5044275522232056, 'latency_p90': 4.016415071487427}, {'batch_size': 6, 'throughput': 1.5063875477784792, 'latency_mean': 3.9619172298908234, 'latency_p50': 3.957281231880188, 'latency_p90': 4.508160662651062}, {'batch_size': 8, 'throughput': 1.6484746528408367, 'latency_mean': 4.811728032827378, 'latency_p50': 4.8476245403289795, 'latency_p90': 5.518923711776734}, {'batch_size': 10, 'throughput': 1.7512932691166079, 'latency_mean': 5.665694485902787, 'latency_p50': 5.6522216796875, 'latency_p90': 6.508366847038269}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25799_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-17
win_ratio: 0.5177503736920778
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-25799-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25799-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: Downloaded to shared memory in 64.760s
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm59uwkc3, device:0
chaiml-mn24b-v2preferwi-25799-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-25799-v5-mkmlizer: quantized model in 287.212s
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune2 in 351.973s
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v5/nvidia
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25799-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25799-v5-mkmlizer completed after 429.01s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25799-v5-mkmlizer
Pipeline stage MKMLizer completed in 429.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-25799-v5
Waiting for inference service chaiml-mn24b-v2preferwi-25799-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-25799-v5 ready after 50.22371959686279s
Pipeline stage MKMLDeployer completed in 50.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0340523719787598s
Received healthy response to inference request in 1.3697113990783691s
Received healthy response to inference request in 1.470170497894287s
Received healthy response to inference request in 1.2799944877624512s
Received healthy response to inference request in 1.5418379306793213s
5 requests
0 failed requests
5th percentile: 1.2979378700256348
10th percentile: 1.3158812522888184
20th percentile: 1.3517680168151855
30th percentile: 1.3898032188415528
40th percentile: 1.4299868583679198
50th percentile: 1.470170497894287
60th percentile: 1.4988374710083008
70th percentile: 1.5275044441223145
80th percentile: 1.640280818939209
90th percentile: 1.8371665954589844
95th percentile: 1.935609483718872
99th percentile: 2.014363794326782
mean time: 1.5391533374786377
Pipeline stage StressChecker completed in 9.23s
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 0.69s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v5 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 2656.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25799_v5 status is now torndown due to DeploymentManager action