developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_64687_v1
model_name: chaiml-mn24b-v2preferwi_64687_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T18:16:49+00:00
num_battles: 5798
num_wins: 2862
celo_rating: 1283.89
family_friendly_score: 0.5414
family_friendly_standard_error: 0.007046787069296192
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': 0.5420691396088904, 'latency_mean': 1.8446793615818025, 'latency_p50': 1.8584368228912354, 'latency_p90': 2.015858840942383}, {'batch_size': 3, 'throughput': 1.1026666205248767, 'latency_mean': 2.7061500108242034, 'latency_p50': 2.690115213394165, 'latency_p90': 3.0345802307128906}, {'batch_size': 5, 'throughput': 1.4041194736445424, 'latency_mean': 3.5354920065402986, 'latency_p50': 3.534697651863098, 'latency_p90': 4.0658608198165895}, {'batch_size': 6, 'throughput': 1.5105600165156998, 'latency_mean': 3.954484988451004, 'latency_p50': 3.9662258625030518, 'latency_p90': 4.476096105575562}, {'batch_size': 8, 'throughput': 1.6618438881474142, 'latency_mean': 4.778006225824356, 'latency_p50': 4.759538054466248, 'latency_p90': 5.403673219680786}, {'batch_size': 10, 'throughput': 1.7232150741910597, 'latency_mean': 5.759688313007355, 'latency_p50': 5.741932034492493, 'latency_p90': 6.681616950035095}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_64687_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-25
win_ratio: 0.4936184891341842
generation_params: {'temperature': 0.6, '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-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-64687-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: Downloaded to shared memory in 70.883s
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw4l6zrry, device:0
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: quantized model in 284.484s
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 in 355.368s
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-64687-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-64687-v1-mkmlizer completed after 430.97s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-64687-v1-mkmlizer
Pipeline stage MKMLizer completed in 431.53s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.57s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-64687-v1
Waiting for inference service chaiml-mn24b-v2preferwi-64687-v1 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-v1 ready after 60.64393639564514s
Pipeline stage MKMLDeployer completed in 61.14s
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 2.2392687797546387s
Received healthy response to inference request in 2.15889310836792s
Received healthy response to inference request in 1.902322769165039s
Received healthy response to inference request in 1.8508522510528564s
5 requests
1 failed requests
5th percentile: 1.8611463546752929
10th percentile: 1.8714404582977295
20th percentile: 1.8920286655426026
30th percentile: 1.9536368370056152
40th percentile: 2.0562649726867677
50th percentile: 2.15889310836792
60th percentile: 2.1910433769226074
70th percentile: 2.223193645477295
80th percentile: 5.819695711135868
90th percentile: 12.980549573898317
95th percentile: 16.560976505279537
99th percentile: 19.425318050384522
mean time: 5.658548069000244
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7033576965332031s
Received healthy response to inference request in 1.8344717025756836s
Received healthy response to inference request in 1.9064857959747314s
Received healthy response to inference request in 1.81400465965271s
Received healthy response to inference request in 1.8119266033172607s
5 requests
0 failed requests
5th percentile: 1.7250714778900147
10th percentile: 1.7467852592468263
20th percentile: 1.7902128219604492
30th percentile: 1.8123422145843506
40th percentile: 1.8131734371185302
50th percentile: 1.81400465965271
60th percentile: 1.8221914768218994
70th percentile: 1.8303782939910889
80th percentile: 1.8488745212554931
90th percentile: 1.8776801586151124
95th percentile: 1.892082977294922
99th percentile: 1.9036052322387695
mean time: 1.8140492916107178
Pipeline stage StressChecker completed in 40.72s
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 0.81s
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_64687_v1 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 2710.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_64687_v1 status is now torndown due to DeploymentManager action