chaiml-mn24b-v2preferwi_60936

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_60936_v5
model_name: chaiml-mn24b-v2preferwi_60936_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:42:11+00:00
num_battles: 5700
num_wins: 2901
celo_rating: 1273.7
family_friendly_score: 0.5532
family_friendly_standard_error: 0.0070309282459715084
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_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': 0.5465614368304218, 'latency_mean': 1.8295242440700532, 'latency_p50': 1.8431103229522705, 'latency_p90': 2.0316542863845823}, {'batch_size': 3, 'throughput': 1.1147118439476877, 'latency_mean': 2.67597443819046, 'latency_p50': 2.668255567550659, 'latency_p90': 2.9343764305114743}, {'batch_size': 5, 'throughput': 1.4247152420084908, 'latency_mean': 3.4875737118721006, 'latency_p50': 3.5115069150924683, 'latency_p90': 3.938521981239319}, {'batch_size': 6, 'throughput': 1.5457356077910234, 'latency_mean': 3.8504264414310456, 'latency_p50': 3.855464816093445, 'latency_p90': 4.393138146400451}, {'batch_size': 8, 'throughput': 1.7096460253896235, 'latency_mean': 4.644468340873718, 'latency_p50': 4.652888059616089, 'latency_p90': 5.287106037139893}, {'batch_size': 10, 'throughput': 1.777315311910849, 'latency_mean': 5.575369516611099, 'latency_p50': 5.6194007396698, 'latency_p90': 6.378216409683228}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_60936_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-23
win_ratio: 0.5089473684210526
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-60936-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-60936-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: Downloaded to shared memory in 53.176s
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3uh1awsu, device:0
chaiml-mn24b-v2preferwi-60936-v5-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-60936-v5-mkmlizer: quantized model in 285.194s
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5 in 338.371s
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-60936-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-60936-v5-mkmlizer completed after 450.4s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-60936-v5-mkmlizer
Pipeline stage MKMLizer completed in 450.90s
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-60936-v5
Waiting for inference service chaiml-mn24b-v2preferwi-60936-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-60936-v5 ready after 60.30077815055847s
Pipeline stage MKMLDeployer completed in 60.75s
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 2.3446481227874756s
Received healthy response to inference request in 1.959028959274292s
Received healthy response to inference request in 1.874185562133789s
Received healthy response to inference request in 2.0146279335021973s
5 requests
1 failed requests
5th percentile: 1.8911542415618896
10th percentile: 1.9081229209899901
20th percentile: 1.9420602798461915
30th percentile: 1.970148754119873
40th percentile: 1.9923883438110352
50th percentile: 2.0146279335021973
60th percentile: 2.1466360092163086
70th percentile: 2.27864408493042
80th percentile: 5.913340711593631
90th percentile: 13.050725889205935
95th percentile: 16.619418478012083
99th percentile: 19.474372549057005
mean time: 5.676120328903198
%s, retrying in %s seconds...
Received healthy response to inference request in 2.1578075885772705s
Received healthy response to inference request in 1.6993892192840576s
Received healthy response to inference request in 2.204610824584961s
Received healthy response to inference request in 1.8111190795898438s
Received healthy response to inference request in 1.8187947273254395s
5 requests
0 failed requests
5th percentile: 1.7217351913452148
10th percentile: 1.744081163406372
20th percentile: 1.7887731075286866
30th percentile: 1.8126542091369628
40th percentile: 1.8157244682312013
50th percentile: 1.8187947273254395
60th percentile: 1.954399871826172
70th percentile: 2.0900050163269044
80th percentile: 2.1671682357788087
90th percentile: 2.1858895301818846
95th percentile: 2.1952501773834228
99th percentile: 2.2027386951446535
mean time: 1.9383442878723145
Pipeline stage StressChecker completed in 40.89s
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 1.11s
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_60936_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 2823.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_60936_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_60936_v5 status is now torndown due to DeploymentManager action