developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_98641_v1
model_name: chaiml-mn24b-v2preferwi_98641_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T01:36:30+00:00
num_battles: 5359
num_wins: 2837
celo_rating: 1279.91
family_friendly_score: 0.5662
family_friendly_standard_error: 0.007008816733229655
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5457313755282169, 'latency_mean': 1.8323007452487945, 'latency_p50': 1.843467116355896, 'latency_p90': 2.027224326133728}, {'batch_size': 3, 'throughput': 1.102540586321524, 'latency_mean': 2.7139174914360047, 'latency_p50': 2.692462921142578, 'latency_p90': 3.0565862894058227}, {'batch_size': 5, 'throughput': 1.418533300669073, 'latency_mean': 3.5055917572975157, 'latency_p50': 3.5266119241714478, 'latency_p90': 3.9221339225769043}, {'batch_size': 6, 'throughput': 1.5349443772303342, 'latency_mean': 3.873623732328415, 'latency_p50': 3.8455300331115723, 'latency_p90': 4.488710975646972}, {'batch_size': 8, 'throughput': 1.6665059979686112, 'latency_mean': 4.757049686908722, 'latency_p50': 4.7985488176345825, 'latency_p90': 5.330175733566284}, {'batch_size': 10, 'throughput': 1.755802587018573, 'latency_mean': 5.655215916633606, 'latency_p50': 5.588756799697876, 'latency_p90': 6.549259543418884}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_98641_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.5293898115320023
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-98641-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-98641-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: Downloaded to shared memory in 50.541s
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg2cg1zhk, device:0
chaiml-mn24b-v2preferwi-98641-v1-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-98641-v1-mkmlizer: quantized model in 285.174s
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5 in 335.715s
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-98641-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-98641-v1-mkmlizer completed after 470.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-98641-v1-mkmlizer
Pipeline stage MKMLizer completed in 471.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-98641-v1
Waiting for inference service chaiml-mn24b-v2preferwi-98641-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-98641-v1 ready after 70.31854724884033s
Pipeline stage MKMLDeployer completed in 71.02s
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 2.1541101932525635s
Received healthy response to inference request in 1.6757264137268066s
Received healthy response to inference request in 1.687687635421753s
Received healthy response to inference request in 1.6891348361968994s
5 requests
1 failed requests
5th percentile: 1.6781186580657959
10th percentile: 1.680510902404785
20th percentile: 1.6852953910827637
30th percentile: 1.6879770755767822
40th percentile: 1.6885559558868408
50th percentile: 1.6891348361968994
60th percentile: 1.875124979019165
70th percentile: 2.0611151218414308
80th percentile: 5.764172029495242
90th percentile: 12.984295701980592
95th percentile: 16.594357538223264
99th percentile: 19.482407007217407
mean time: 5.482215690612793
%s, retrying in %s seconds...
Received healthy response to inference request in 2.2181432247161865s
Received healthy response to inference request in 2.0711519718170166s
Received healthy response to inference request in 1.9212815761566162s
Received healthy response to inference request in 2.0435879230499268s
Received healthy response to inference request in 1.759378433227539s
5 requests
0 failed requests
5th percentile: 1.7917590618133545
10th percentile: 1.82413969039917
20th percentile: 1.8889009475708007
30th percentile: 1.9457428455352783
40th percentile: 1.9946653842926025
50th percentile: 2.0435879230499268
60th percentile: 2.054613542556763
70th percentile: 2.0656391620635985
80th percentile: 2.1005502223968504
90th percentile: 2.1593467235565185
95th percentile: 2.1887449741363527
99th percentile: 2.21226357460022
mean time: 2.002708625793457
Pipeline stage StressChecker completed in 40.57s
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 0.75s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_98641_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 2856.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_98641_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_98641_v1 status is now torndown due to DeploymentManager action