chaiml-mn24b-v2preferwi_3050

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v17
model_name: chaiml-mn24b-v2preferwi_3050_v17
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:22:55+00:00
num_battles: 5528
num_wins: 2921
celo_rating: 1278.15
family_friendly_score: 0.5838
family_friendly_standard_error: 0.006971048127792549
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': 0.544463566017744, 'latency_mean': 1.8365717363357543, 'latency_p50': 1.8317745923995972, 'latency_p90': 2.0392088651657105}, {'batch_size': 3, 'throughput': 1.1051954196901561, 'latency_mean': 2.707007803916931, 'latency_p50': 2.729163885116577, 'latency_p90': 2.972275495529175}, {'batch_size': 5, 'throughput': 1.415816692504405, 'latency_mean': 3.5054198503494263, 'latency_p50': 3.523077964782715, 'latency_p90': 3.9638911724090575}, {'batch_size': 6, 'throughput': 1.5244519702070911, 'latency_mean': 3.9030013382434845, 'latency_p50': 3.901304006576538, 'latency_p90': 4.406533861160279}, {'batch_size': 8, 'throughput': 1.6787770740068613, 'latency_mean': 4.736131949424744, 'latency_p50': 4.772853851318359, 'latency_p90': 5.289937591552734}, {'batch_size': 10, 'throughput': 1.7584173965056502, 'latency_mean': 5.646476947069168, 'latency_p50': 5.647914171218872, 'latency_p90': 6.531859803199768}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v17
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-13
win_ratio: 0.5284008683068018
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, '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': '\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-v17-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v17-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: Downloaded to shared memory in 46.268s
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8e1w8htm, device:0
chaiml-mn24b-v2preferwi-3050-v17-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-3050-v17-mkmlizer: quantized model in 292.450s
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 338.718s
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v17/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-3050-v17-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-3050-v17-mkmlizer completed after 448.07s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v17-mkmlizer
Pipeline stage MKMLizer completed in 448.54s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v17
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v17 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v17 ready after 60.628355741500854s
Pipeline stage MKMLDeployer completed in 61.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.218062400817871s
Received healthy response to inference request in 2.152362585067749s
Received healthy response to inference request in 1.7651968002319336s
read tcp 127.0.0.1:39278->127.0.0.1:8080: read: connection reset by peer
Received unhealthy response to inference request!
Received healthy response to inference request in 1.6776185035705566s
5 requests
1 failed requests
5th percentile: 0.5081023216247559
10th percentile: 0.8004813671112061
20th percentile: 1.3852394580841065
30th percentile: 1.695134162902832
40th percentile: 1.7301654815673828
50th percentile: 1.7651968002319336
60th percentile: 1.9200631141662599
70th percentile: 2.0749294281005857
80th percentile: 2.1655025482177734
90th percentile: 2.1917824745178223
95th percentile: 2.2049224376678467
99th percentile: 2.2154344081878663
mean time: 1.6057927131652832
%s, retrying in %s seconds...
Received healthy response to inference request in 2.139967918395996s
Received healthy response to inference request in 1.8151841163635254s
Received healthy response to inference request in 1.9517464637756348s
Received healthy response to inference request in 1.681122064590454s
Received healthy response to inference request in 1.9603254795074463s
5 requests
0 failed requests
5th percentile: 1.7079344749450684
10th percentile: 1.7347468852996826
20th percentile: 1.788371706008911
30th percentile: 1.8424965858459472
40th percentile: 1.897121524810791
50th percentile: 1.9517464637756348
60th percentile: 1.9551780700683594
70th percentile: 1.958609676361084
80th percentile: 1.9962539672851562
90th percentile: 2.068110942840576
95th percentile: 2.104039430618286
99th percentile: 2.132782220840454
mean time: 1.9096692085266114
Pipeline stage StressChecker completed in 20.68s
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 0.76s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v17 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 2902.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v17 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v17 status is now torndown due to DeploymentManager action