developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7607_v2
model_name: chaiml-mn24b-v2preferwin_7607_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-28T04:20:25+00:00
num_battles: 5991
num_wins: 2945
celo_rating: 1278.63
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
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': 0.5411726796029681, 'latency_mean': 1.8477346539497375, 'latency_p50': 1.851388692855835, 'latency_p90': 2.058607006072998}, {'batch_size': 3, 'throughput': 1.097437135990244, 'latency_mean': 2.7273836064338686, 'latency_p50': 2.706878185272217, 'latency_p90': 3.0263932943344116}, {'batch_size': 5, 'throughput': 1.4067858066391707, 'latency_mean': 3.531975163221359, 'latency_p50': 3.537742495536804, 'latency_p90': 3.941556453704834}, {'batch_size': 6, 'throughput': 1.5159982645861083, 'latency_mean': 3.9371321964263917, 'latency_p50': 3.9307738542556763, 'latency_p90': 4.48903968334198}, {'batch_size': 8, 'throughput': 1.6618369316884558, 'latency_mean': 4.776403133869171, 'latency_p50': 4.8248618841171265, 'latency_p90': 5.459676074981689}, {'batch_size': 10, 'throughput': 1.7175369683427748, 'latency_mean': 5.772111679315567, 'latency_p50': 5.765547394752502, 'latency_p90': 6.517557406425476}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7607_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-27
win_ratio: 0.4915706893673844
generation_params: {'temperature': 0.65, '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-v2preferwin-7607-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7607-v2-mkmlizer to finish
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: Downloaded to shared memory in 83.062s
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9c_hqj5t, device:0
chaiml-mn24b-v2preferwin-7607-v2-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-v2preferwin-7607-v2-mkmlizer: quantized model in 284.580s
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 in 367.643s
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia/config.json
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin-7607-v2-mkmlizer: 
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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', '')
Job chaiml-mn24b-v2preferwin-7607-v2-mkmlizer completed after 497.84s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7607-v2-mkmlizer
Pipeline stage MKMLizer completed in 498.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-7607-v2
Waiting for inference service chaiml-mn24b-v2preferwin-7607-v2 to be ready
Inference service chaiml-mn24b-v2preferwin-7607-v2 ready after 61.269211769104004s
Pipeline stage MKMLDeployer completed in 62.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.047745704650879s
Received healthy response to inference request in 2.140968084335327s
Received healthy response to inference request in 1.9597549438476562s
Received healthy response to inference request in 2.0192389488220215s
Received healthy response to inference request in 1.6431565284729004s
5 requests
0 failed requests
5th percentile: 1.7064762115478516
10th percentile: 1.7697958946228027
20th percentile: 1.896435260772705
30th percentile: 1.9716517448425293
40th percentile: 1.9954453468322755
50th percentile: 2.0192389488220215
60th percentile: 2.0306416511535645
70th percentile: 2.0420443534851076
80th percentile: 2.0663901805877685
90th percentile: 2.103679132461548
95th percentile: 2.1223236083984376
99th percentile: 2.1372391891479494
mean time: 1.962172842025757
Pipeline stage StressChecker completed in 11.30s
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 0.65s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7607_v2 status is now torndown due to DeploymentManager action