developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_64687_v3
model_name: chaiml-mn24b-v2preferwi_64687_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T18:17:29+00:00
num_battles: 5623
num_wins: 2767
celo_rating: 1282.07
family_friendly_score: 0.5442
family_friendly_standard_error: 0.00704338498166897
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
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': 0.5454840538918119, 'latency_mean': 1.833131238222122, 'latency_p50': 1.8401905298233032, 'latency_p90': 2.0335346698760985}, {'batch_size': 3, 'throughput': 1.1028112147640101, 'latency_mean': 2.7140189361572267, 'latency_p50': 2.7100709676742554, 'latency_p90': 3.027229642868042}, {'batch_size': 5, 'throughput': 1.4027988883086104, 'latency_mean': 3.5386606085300447, 'latency_p50': 3.5410341024398804, 'latency_p90': 3.952798771858215}, {'batch_size': 6, 'throughput': 1.495692347385822, 'latency_mean': 3.9753799700737, 'latency_p50': 3.9838286638259888, 'latency_p90': 4.491428232192993}, {'batch_size': 8, 'throughput': 1.6516422774474944, 'latency_mean': 4.806387678384781, 'latency_p50': 4.8204087018966675, 'latency_p90': 5.4713174343109126}, {'batch_size': 10, 'throughput': 1.7163925172862706, 'latency_mean': 5.768624317646027, 'latency_p50': 5.751391172409058, 'latency_p90': 6.614172744750976}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_64687_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-25
win_ratio: 0.4920860750489063
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-64687-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-64687-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: Downloaded to shared memory in 81.911s
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg8wfum1u, device:0
chaiml-mn24b-v2preferwi-64687-v3-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-64687-v3-mkmlizer: quantized model in 283.912s
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 in 365.824s
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v3/nvidia
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-64687-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-64687-v3-mkmlizer completed after 470.01s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-64687-v3-mkmlizer
Pipeline stage MKMLizer completed in 470.88s
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-64687-v3
Waiting for inference service chaiml-mn24b-v2preferwi-64687-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-64687-v3 ready after 60.333651065826416s
Pipeline stage MKMLDeployer completed in 60.77s
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 2.126297950744629s
Received healthy response to inference request in 2.1725831031799316s
Received healthy response to inference request in 2.05950665473938s
Received healthy response to inference request in 1.925903558731079s
5 requests
1 failed requests
5th percentile: 1.9526241779327393
10th percentile: 1.9793447971343994
20th percentile: 2.0327860355377196
30th percentile: 2.0728649139404296
40th percentile: 2.0995814323425295
50th percentile: 2.126297950744629
60th percentile: 2.14481201171875
70th percentile: 2.163326072692871
80th percentile: 5.833599424362186
90th percentile: 13.155632066726685
95th percentile: 16.816648387908934
99th percentile: 19.745461444854737
mean time: 5.752391195297241
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8124873638153076s
Received healthy response to inference request in 1.9603679180145264s
Received healthy response to inference request in 1.6473290920257568s
Received healthy response to inference request in 2.0848565101623535s
Received healthy response to inference request in 1.6538937091827393s
5 requests
0 failed requests
5th percentile: 1.6486420154571533
10th percentile: 1.6499549388885497
20th percentile: 1.6525807857513428
30th percentile: 1.685612440109253
40th percentile: 1.7490499019622803
50th percentile: 1.8124873638153076
60th percentile: 1.8716395854949952
70th percentile: 1.9307918071746826
80th percentile: 1.9852656364440917
90th percentile: 2.035061073303223
95th percentile: 2.059958791732788
99th percentile: 2.0798769664764403
mean time: 1.8317869186401368
Pipeline stage StressChecker completed in 40.62s
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 1.04s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_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 2735.35s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_64687_v3 status is now torndown due to DeploymentManager action