developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16354_v3
model_name: chaiml-mn24b-v2preferwi_16354_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:40:25+00:00
num_battles: 6446
num_wins: 3372
celo_rating: 1275.78
family_friendly_score: 0.5582
family_friendly_standard_error: 0.007023001637476671
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6
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': 0.5463484117800462, 'latency_mean': 1.8302372229099273, 'latency_p50': 1.8307859897613525, 'latency_p90': 2.010654163360596}, {'batch_size': 3, 'throughput': 1.0961937708594212, 'latency_mean': 2.728545755147934, 'latency_p50': 2.7414512634277344, 'latency_p90': 3.0862143993377686}, {'batch_size': 5, 'throughput': 1.4075175577647643, 'latency_mean': 3.5390370404720306, 'latency_p50': 3.522561550140381, 'latency_p90': 4.027235150337219}, {'batch_size': 6, 'throughput': 1.5105587516667658, 'latency_mean': 3.9590586960315703, 'latency_p50': 3.956201672554016, 'latency_p90': 4.55301525592804}, {'batch_size': 8, 'throughput': 1.661325832485182, 'latency_mean': 4.786745285987854, 'latency_p50': 4.740987777709961, 'latency_p90': 5.463915300369263}, {'batch_size': 10, 'throughput': 1.7164903752016105, 'latency_mean': 5.768836203813553, 'latency_p50': 5.799973487854004, 'latency_p90': 6.619916558265686}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16354_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-19
win_ratio: 0.5231151101458269
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-16354-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16354-v3-mkmlizer to finish
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-16354-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: Downloaded to shared memory in 103.564s
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_tihd9fv, device:0
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: quantized model in 292.015s
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 in 395.579s
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16354-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16354-v3-mkmlizer completed after 468.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16354-v3-mkmlizer
Pipeline stage MKMLizer completed in 469.43s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.70s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v3
Waiting for inference service chaiml-mn24b-v2preferwi-16354-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-16354-v3 ready after 61.03602957725525s
Pipeline stage MKMLDeployer completed in 62.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0288000106811523s
Received healthy response to inference request in 1.6821799278259277s
Received healthy response to inference request in 2.23697566986084s
Received healthy response to inference request in 1.8169329166412354s
Received healthy response to inference request in 1.7159004211425781s
5 requests
0 failed requests
5th percentile: 1.6889240264892578
10th percentile: 1.6956681251525878
20th percentile: 1.709156322479248
30th percentile: 1.7361069202423096
40th percentile: 1.7765199184417724
50th percentile: 1.8169329166412354
60th percentile: 1.9016797542572021
70th percentile: 1.986426591873169
80th percentile: 2.07043514251709
90th percentile: 2.1537054061889647
95th percentile: 2.1953405380249023
99th percentile: 2.2286486434936523
mean time: 1.8961577892303467
Pipeline stage StressChecker completed in 10.76s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_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 3078.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16354_v3 status is now torndown due to DeploymentManager action