developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25619_v3
model_name: chaiml-mn24b-v2preferwi_25619_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:27:53+00:00
num_battles: 5511
num_wins: 2792
celo_rating: 1274.09
family_friendly_score: 0.55
family_friendly_standard_error: 0.007035623639735145
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
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': 0.5482445334421804, 'latency_mean': 1.8238805902004243, 'latency_p50': 1.8205008506774902, 'latency_p90': 2.0198803424835203}, {'batch_size': 3, 'throughput': 1.1169590134260872, 'latency_mean': 2.6804616498947142, 'latency_p50': 2.6923980712890625, 'latency_p90': 3.0099908351898192}, {'batch_size': 5, 'throughput': 1.4305212190308145, 'latency_mean': 3.475259454250336, 'latency_p50': 3.4690794944763184, 'latency_p90': 3.9353587865829467}, {'batch_size': 6, 'throughput': 1.5495711601093956, 'latency_mean': 3.845932352542877, 'latency_p50': 3.8519957065582275, 'latency_p90': 4.337117385864258}, {'batch_size': 8, 'throughput': 1.701957246532263, 'latency_mean': 4.666868567466736, 'latency_p50': 4.659282326698303, 'latency_p90': 5.343497371673584}, {'batch_size': 10, 'throughput': 1.7641672896798393, 'latency_mean': 5.599817370176315, 'latency_p50': 5.613311171531677, 'latency_p90': 6.323532819747925}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25619_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-24
win_ratio: 0.5066231174015605
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-25619-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25619-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: Downloaded to shared memory in 97.146s
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp13t12w5x, device:0
chaiml-mn24b-v2preferwi-25619-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', '')
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-25619-v3-mkmlizer: quantized model in 285.241s
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 in 382.388s
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25619-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25619-v3-mkmlizer completed after 460.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25619-v3-mkmlizer
Pipeline stage MKMLizer completed in 460.66s
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-25619-v3
Waiting for inference service chaiml-mn24b-v2preferwi-25619-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-25619-v3 ready after 60.35597252845764s
Pipeline stage MKMLDeployer completed in 60.82s
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 2.380983591079712s
Received healthy response to inference request in 1.8222119808197021s
Received healthy response to inference request in 1.84407639503479s
Received healthy response to inference request in 1.9549713134765625s
5 requests
1 failed requests
5th percentile: 1.8265848636627198
10th percentile: 1.8309577465057374
20th percentile: 1.8397035121917724
30th percentile: 1.8662553787231446
40th percentile: 1.9106133460998536
50th percentile: 1.9549713134765625
60th percentile: 2.1253762245178223
70th percentile: 2.295781135559082
80th percentile: 5.938060092926029
90th percentile: 13.052213096618654
95th percentile: 16.60928959846496
99th percentile: 19.454950799942015
mean time: 5.633721876144409
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6539027690887451s
Received healthy response to inference request in 1.857922077178955s
Received healthy response to inference request in 1.7922561168670654s
Received healthy response to inference request in 2.47645902633667s
Received healthy response to inference request in 1.4097707271575928s
5 requests
0 failed requests
5th percentile: 1.4585971355438232
10th percentile: 1.5074235439300536
20th percentile: 1.6050763607025147
30th percentile: 1.6815734386444092
40th percentile: 1.7369147777557372
50th percentile: 1.7922561168670654
60th percentile: 1.8185225009918213
70th percentile: 1.8447888851165772
80th percentile: 1.9816294670104981
90th percentile: 2.229044246673584
95th percentile: 2.352751636505127
99th percentile: 2.4517175483703615
mean time: 1.8380621433258058
Pipeline stage StressChecker completed in 40.17s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_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 2526.90s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25619_v3 status is now torndown due to DeploymentManager action