developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_39229_v3
model_name: chaiml-mn24b-v2preferwi_39229_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:41:20+00:00
num_battles: 5780
num_wins: 2638
celo_rating: 1235.66
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
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': 0.5508077728209474, 'latency_mean': 1.815416098833084, 'latency_p50': 1.7982341051101685, 'latency_p90': 2.040133810043335}, {'batch_size': 3, 'throughput': 1.1092768053979833, 'latency_mean': 2.690806097984314, 'latency_p50': 2.6980024576187134, 'latency_p90': 3.011646938323975}, {'batch_size': 5, 'throughput': 1.426837376757137, 'latency_mean': 3.4830605244636534, 'latency_p50': 3.4979774951934814, 'latency_p90': 3.95737624168396}, {'batch_size': 6, 'throughput': 1.5361956689853353, 'latency_mean': 3.886085375547409, 'latency_p50': 3.9085313081741333, 'latency_p90': 4.361229825019836}, {'batch_size': 8, 'throughput': 1.7022533310934806, 'latency_mean': 4.669670746326447, 'latency_p50': 4.644795894622803, 'latency_p90': 5.243242359161377}, {'batch_size': 10, 'throughput': 1.7745726653029594, 'latency_mean': 5.580155045986175, 'latency_p50': 5.622174263000488, 'latency_p90': 6.406106114387511}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_39229_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-29
win_ratio: 0.456401384083045
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-39229-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-39229-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: Downloaded to shared memory in 48.831s
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 already exists in ChaiML
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwsr9h010, device:0
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: quantized model in 284.494s
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 in 333.325s
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia/tokenizer.json
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-39229-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-39229-v3-mkmlizer completed after 489.64s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-39229-v3-mkmlizer
Pipeline stage MKMLizer completed in 491.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-39229-v3
Waiting for inference service chaiml-mn24b-v2preferwi-39229-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-39229-v3 ready after 60.46527719497681s
Pipeline stage MKMLDeployer completed in 61.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.395740032196045s
Received healthy response to inference request in 1.829538345336914s
Received healthy response to inference request in 1.6705853939056396s
Received healthy response to inference request in 2.4141392707824707s
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', '')
Received healthy response to inference request in 1.6866743564605713s
5 requests
0 failed requests
5th percentile: 1.673803186416626
10th percentile: 1.6770209789276123
20th percentile: 1.6834565639495849
30th percentile: 1.7152471542358398
40th percentile: 1.772392749786377
50th percentile: 1.829538345336914
60th percentile: 2.0560190200805666
70th percentile: 2.2824996948242187
80th percentile: 2.39941987991333
90th percentile: 2.4067795753479
95th percentile: 2.4104594230651855
99th percentile: 2.4134033012390135
mean time: 1.999335479736328
Pipeline stage StressChecker completed in 11.59s
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 0.63s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-39229-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-39229-v3-profiler to be ready
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 4516.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_39229_v3 status is now torndown due to DeploymentManager action