developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52023_v5
model_name: chaiml-mn24b-v2preferwi_52023_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T18:14:21+00:00
num_battles: 5714
num_wins: 3052
celo_rating: 1280.72
family_friendly_score: 0.562
family_friendly_standard_error: 0.00701649485141976
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4
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': 0.5513532867283625, 'latency_mean': 1.813613384962082, 'latency_p50': 1.8061449527740479, 'latency_p90': 2.026683306694031}, {'batch_size': 3, 'throughput': 1.1208705279967919, 'latency_mean': 2.666941784620285, 'latency_p50': 2.636134386062622, 'latency_p90': 3.014896035194397}, {'batch_size': 5, 'throughput': 1.4216577978715932, 'latency_mean': 3.497703022956848, 'latency_p50': 3.503781795501709, 'latency_p90': 3.944776248931885}, {'batch_size': 6, 'throughput': 1.5501640621073418, 'latency_mean': 3.846694425344467, 'latency_p50': 3.8457216024398804, 'latency_p90': 4.331457328796386}, {'batch_size': 8, 'throughput': 1.6841636877854935, 'latency_mean': 4.719361991882324, 'latency_p50': 4.732576251029968, 'latency_p90': 5.364482045173645}, {'batch_size': 10, 'throughput': 1.7851207971977643, 'latency_mean': 5.564948203563691, 'latency_p50': 5.554524898529053, 'latency_p90': 6.435904026031494}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52023_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5341267063353168
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-52023-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52023-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: Downloaded to shared memory in 44.870s
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmposg5b3u7, device:0
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: quantized model in 284.291s
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4 in 329.162s
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52023-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52023-v5-mkmlizer completed after 400.07s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52023-v5-mkmlizer
Pipeline stage MKMLizer completed in 400.61s
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-52023-v5
Waiting for inference service chaiml-mn24b-v2preferwi-52023-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-52023-v5 ready after 70.40757346153259s
Pipeline stage MKMLDeployer completed in 71.17s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.0466887950897217s
Received healthy response to inference request in 1.6437954902648926s
Received healthy response to inference request in 2.652845621109009s
Received healthy response to inference request in 1.9724373817443848s
5 requests
1 failed requests
5th percentile: 1.709523868560791
10th percentile: 1.7752522468566894
20th percentile: 1.9067090034484864
30th percentile: 1.987287664413452
40th percentile: 2.016988229751587
50th percentile: 2.0466887950897217
60th percentile: 2.2891515254974366
70th percentile: 2.531614255905151
80th percentile: 6.150671625137332
90th percentile: 13.146323633193973
95th percentile: 16.644149637222288
99th percentile: 19.442410440444945
mean time: 5.691548585891724
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6544699668884277s
Received healthy response to inference request in 1.6969959735870361s
Received healthy response to inference request in 2.340097188949585s
Received healthy response to inference request in 1.862577199935913s
Received healthy response to inference request in 1.8489391803741455s
5 requests
0 failed requests
5th percentile: 1.6629751682281495
10th percentile: 1.671480369567871
20th percentile: 1.6884907722473144
30th percentile: 1.727384614944458
40th percentile: 1.7881618976593017
50th percentile: 1.8489391803741455
60th percentile: 1.8543943881988525
70th percentile: 1.8598495960235595
80th percentile: 1.9580811977386476
90th percentile: 2.1490891933441163
95th percentile: 2.2445931911468504
99th percentile: 2.320996389389038
mean time: 1.8806159019470214
Pipeline stage StressChecker completed in 43.23s
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 0.76s
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 0.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52023_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 2655.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52023_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52023_v5 status is now torndown due to DeploymentManager action