developer_uid: zonemercy
submission_id: chaiml-7b07-v1-dpo-b025_v2
model_name: training123
model_group: ChaiML/7b07-v1-dpo_b025
status: protected
timestamp: 2025-11-25T00:25:01+00:00
num_battles: 9903
num_wins: 4969
celo_rating: 1293.41
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/7b07-v1-dpo_b025
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.47363158115051746, 'latency_mean': 2.11122190117836, 'latency_p50': 2.0952937602996826, 'latency_p90': 2.311969757080078}, {'batch_size': 3, 'throughput': 0.864120418092923, 'latency_mean': 3.4659348726272583, 'latency_p50': 3.474567413330078, 'latency_p90': 3.870032405853271}, {'batch_size': 5, 'throughput': 1.0240470134083586, 'latency_mean': 4.8568123030662536, 'latency_p50': 4.828165888786316, 'latency_p90': 5.535356569290161}, {'batch_size': 6, 'throughput': 1.0757708331307645, 'latency_mean': 5.548252102136612, 'latency_p50': 5.585421800613403, 'latency_p90': 6.214420890808105}, {'batch_size': 10, 'throughput': 1.1746432342793072, 'latency_mean': 8.447253237962723, 'latency_p50': 8.408725619316101, 'latency_p90': 9.571189975738525}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/7b07-v1-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.9
us_pacific_date: 2025-11-24
win_ratio: 0.5017671412703221
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'You:', '\n', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\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-7b07-v1-dpo-b025-v2-mkmlizer
Waiting for job on chaiml-7b07-v1-dpo-b025-v2-mkmlizer to finish
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: Downloaded to shared memory in 65.579s
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: Checking if ChaiML/7b07-v1-dpo_b025 already exists in ChaiML
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp210v8v6p, device:0
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: quantized model in 317.394s
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: Processed model ChaiML/7b07-v1-dpo_b025 in 382.973s
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-b025-v2/nvidia
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-b025-v2/nvidia/config.json
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-b025-v2/nvidia/special_tokens_map.json
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-b025-v2/nvidia/tokenizer_config.json
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-b025-v2/nvidia/flywheel_model.1.safetensors
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-b025-v2/nvidia/flywheel_model.0.safetensors
chaiml-7b07-v1-dpo-b025-v2-mkmlizer: 
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Job chaiml-7b07-v1-dpo-b025-v2-mkmlizer completed after 419.1s with status: succeeded
Stopping job with name chaiml-7b07-v1-dpo-b025-v2-mkmlizer
Pipeline stage MKMLizer completed in 419.61s
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-7b07-v1-dpo-b025-v2
Waiting for inference service chaiml-7b07-v1-dpo-b025-v2 to be ready
Failed to get response for submission chaiml-ca18-v1-2-dpo-cosine_v4: HTTPConnectionPool(host='chaiml-ca18-v1-2-dpo-cosine-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-7b07-v1-dpo-b025-v2 ready after 150.85851955413818s
Pipeline stage MKMLDeployer completed in 151.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.4149391651153564s
Received healthy response to inference request in 1.6660082340240479s
Received healthy response to inference request in 1.6969902515411377s
Received healthy response to inference request in 1.668130874633789s
Received healthy response to inference request in 2.1059513092041016s
5 requests
0 failed requests
5th percentile: 1.666432762145996
10th percentile: 1.6668572902679444
20th percentile: 1.667706346511841
30th percentile: 1.6739027500152588
40th percentile: 1.6854465007781982
50th percentile: 1.6969902515411377
60th percentile: 1.8605746746063232
70th percentile: 2.0241590976715087
80th percentile: 2.367748880386353
90th percentile: 2.8913440227508547
95th percentile: 3.153141593933105
99th percentile: 3.362579650878906
mean time: 2.1104039669036867
Pipeline stage StressChecker completed in 11.97s
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 0.82s
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 0.65s
Shutdown handler de-registered
chaiml-7b07-v1-dpo-b025_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4697.80s
Shutdown handler de-registered
chaiml-7b07-v1-dpo-b025_v2 status is now protected due to ABTestQueueItem
chaiml-7b07-v1-dpo-b025_v2 status is now protected due to ABTestQueueItem
chaiml-7b07-v1-dpo-b025_v2 status is now protected due to ABTestQueueItem
chaiml-7b07-v1-dpo-b025_v2 status is now protected due to ABTestQueueItem
chaiml-7b07-v1-dpo-b025_v2 status is now protected due to ABTestQueueItem