developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13318_v4
model_name: chaiml-mn24b-v2preferwi_13318_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T22:26:56+00:00
num_battles: 6482
num_wins: 3331
celo_rating: 1265.51
family_friendly_score: 0.5794
family_friendly_standard_error: 0.0069813414183808545
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.548454658749821, 'latency_mean': 1.8231837332248688, 'latency_p50': 1.8286160230636597, 'latency_p90': 2.0389365196228026}, {'batch_size': 3, 'throughput': 1.115502377850505, 'latency_mean': 2.677197288274765, 'latency_p50': 2.699993133544922, 'latency_p90': 2.96693274974823}, {'batch_size': 5, 'throughput': 1.4369985686232722, 'latency_mean': 3.4572603142261507, 'latency_p50': 3.4362648725509644, 'latency_p90': 3.9393691301345823}, {'batch_size': 6, 'throughput': 1.5492355426710165, 'latency_mean': 3.8453380620479582, 'latency_p50': 3.8389891386032104, 'latency_p90': 4.423992323875427}, {'batch_size': 8, 'throughput': 1.7264881002817491, 'latency_mean': 4.604250681400299, 'latency_p50': 4.605186104774475, 'latency_p90': 5.2531558752059935}, {'batch_size': 10, 'throughput': 1.7877171244907555, 'latency_mean': 5.538718665838242, 'latency_p50': 5.580151319503784, 'latency_p90': 6.316309714317321}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13318_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-16
win_ratio: 0.5138846035174329
generation_params: {'temperature': 0.75, '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-13318-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13318-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: Downloaded to shared memory in 67.605s
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjj6_k4ji, device:0
chaiml-mn24b-v2preferwi-13318-v4-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-13318-v4-mkmlizer: quantized model in 288.657s
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 in 356.263s
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-13318-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-13318-v4-mkmlizer completed after 439.15s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13318-v4-mkmlizer
Pipeline stage MKMLizer completed in 439.64s
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-13318-v4
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-13318-v4 ready after 60.870367765426636s
Pipeline stage MKMLDeployer completed in 61.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3489468097686768s
Received healthy response to inference request in 1.7200264930725098s
Received healthy response to inference request in 1.6947603225708008s
Received healthy response to inference request in 1.9846065044403076s
Received healthy response to inference request in 1.7605781555175781s
5 requests
0 failed requests
5th percentile: 1.6998135566711425
10th percentile: 1.7048667907714843
20th percentile: 1.714973258972168
30th percentile: 1.7281368255615235
40th percentile: 1.7443574905395507
50th percentile: 1.7605781555175781
60th percentile: 1.85018949508667
70th percentile: 1.9398008346557616
80th percentile: 2.0574745655059816
90th percentile: 2.203210687637329
95th percentile: 2.2760787487030028
99th percentile: 2.334373197555542
mean time: 1.9017836570739746
Pipeline stage StressChecker completed in 11.22s
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 0.66s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v4 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-13318-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v4-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 2727.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_13318_v4 status is now torndown due to DeploymentManager action