developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v16
model_name: chaiml-mn24b-v2preferwi_3050_v16
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:22:42+00:00
num_battles: 5644
num_wins: 3006
celo_rating: 1275.96
family_friendly_score: 0.5851999999999999
family_friendly_standard_error: 0.006967653263474008
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5470382564109237, 'latency_mean': 1.8279263746738434, 'latency_p50': 1.8303498029708862, 'latency_p90': 2.027207040786743}, {'batch_size': 3, 'throughput': 1.1136362604187389, 'latency_mean': 2.679786357879639, 'latency_p50': 2.681541323661804, 'latency_p90': 2.9829280853271483}, {'batch_size': 5, 'throughput': 1.4290151075981798, 'latency_mean': 3.4846791672706603, 'latency_p50': 3.4747824668884277, 'latency_p90': 3.9274386405944823}, {'batch_size': 6, 'throughput': 1.5332524684745346, 'latency_mean': 3.8869110071659088, 'latency_p50': 3.880842089653015, 'latency_p90': 4.397100186347961}, {'batch_size': 8, 'throughput': 1.6846058563853168, 'latency_mean': 4.708736543655395, 'latency_p50': 4.673805594444275, 'latency_p90': 5.394117283821106}, {'batch_size': 10, 'throughput': 1.7804927753888495, 'latency_mean': 5.581281181573868, 'latency_p50': 5.570816993713379, 'latency_p90': 6.644875240325927}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v16
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-13
win_ratio: 0.5326009922041106
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 50, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-3050-v16-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v16-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: Downloaded to shared memory in 54.972s
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnxtyc4ib, device:0
chaiml-mn24b-v2preferwi-3050-v16-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-3050-v16-mkmlizer: quantized model in 289.117s
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 344.089s
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v16/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v16-mkmlizer completed after 459.81s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v16-mkmlizer
Pipeline stage MKMLizer completed in 460.31s
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-3050-v16
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v16 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v16 ready after 60.2577850818634s
Pipeline stage MKMLDeployer completed in 60.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.647054672241211s
Received healthy response to inference request in 1.946014642715454s
Received healthy response to inference request in 1.8536012172698975s
Received healthy response to inference request in 1.6713895797729492s
Received healthy response to inference request in 2.063866376876831s
5 requests
0 failed requests
5th percentile: 1.707831907272339
10th percentile: 1.7442742347717286
20th percentile: 1.8171588897705078
30th percentile: 1.8720839023590088
40th percentile: 1.9090492725372314
50th percentile: 1.946014642715454
60th percentile: 1.993155336380005
70th percentile: 2.040296030044556
80th percentile: 2.180504035949707
90th percentile: 2.413779354095459
95th percentile: 2.530417013168335
99th percentile: 2.623727140426636
mean time: 2.0363852977752686
Pipeline stage StressChecker completed in 11.60s
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 0.71s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v16 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 2922.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v16 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v16 status is now torndown due to DeploymentManager action