developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13902_v3
model_name: chaiml-mn24b-v2preferwi_13902_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T12:35:37+00:00
num_battles: 5159
num_wins: 2379
celo_rating: 1242.83
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6
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': 0.5446421573579522, 'latency_mean': 1.8359709310531616, 'latency_p50': 1.826530933380127, 'latency_p90': 2.025635766983032}, {'batch_size': 3, 'throughput': 1.1113500417064555, 'latency_mean': 2.6952227365970614, 'latency_p50': 2.6949996948242188, 'latency_p90': 3.0042455434799193}, {'batch_size': 5, 'throughput': 1.442069736772894, 'latency_mean': 3.4506136810779573, 'latency_p50': 3.435041308403015, 'latency_p90': 3.903171920776367}, {'batch_size': 6, 'throughput': 1.5467424073479115, 'latency_mean': 3.8567280280590057, 'latency_p50': 3.836231827735901, 'latency_p90': 4.346568870544433}, {'batch_size': 8, 'throughput': 1.7034987696250925, 'latency_mean': 4.6601425755023955, 'latency_p50': 4.647507071495056, 'latency_p90': 5.207609868049621}, {'batch_size': 10, 'throughput': 1.793560126371142, 'latency_mean': 5.540686618089676, 'latency_p50': 5.531240940093994, 'latency_p90': 6.24331386089325}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13902_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-30
win_ratio: 0.4611358790463268
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-13902-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13902-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: Downloaded to shared memory in 48.358s
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6 already exists in ChaiML
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfnvpn5k6, device:0
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission function_turof_2025-08-15: ('http://chaiml-llama31-mer-v2-t-44570-v4-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:41308->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: quantized model in 287.719s
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6 in 336.078s
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia/tokenizer.json
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia/flywheel_model.1.safetensors
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-13902-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-13902-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-13902-v3-mkmlizer completed after 529.27s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13902-v3-mkmlizer
Pipeline stage MKMLizer completed in 529.73s
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-13902-v3
Waiting for inference service chaiml-mn24b-v2preferwi-13902-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-13902-v3 ready after 40.27094531059265s
Pipeline stage MKMLDeployer completed in 40.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6084511280059814s
Received healthy response to inference request in 1.8677928447723389s
Received healthy response to inference request in 1.9646363258361816s
Received healthy response to inference request in 1.6897144317626953s
Received healthy response to inference request in 2.1887614727020264s
5 requests
0 failed requests
5th percentile: 1.725330114364624
10th percentile: 1.7609457969665527
20th percentile: 1.8321771621704102
30th percentile: 1.8871615409851075
40th percentile: 1.9258989334106444
50th percentile: 1.9646363258361816
60th percentile: 2.0542863845825194
70th percentile: 2.1439364433288572
80th percentile: 2.2726994037628176
90th percentile: 2.4405752658843993
95th percentile: 2.52451319694519
99th percentile: 2.591663541793823
mean time: 2.063871240615845
Pipeline stage StressChecker completed in 12.72s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13902_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
%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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4673.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13902_v3 status is now torndown due to DeploymentManager action