developer_uid: chai_backend_admin
submission_id: chaiml-ssnew-v6-dpo-lr5_55573_v1
model_name: chaiml-ssnew-v6-dpo-lr5_55573_v1
model_group: ChaiML/ssnew-v6-dpo-lr5e
status: inactive
timestamp: 2025-10-17T06:25:27+00:00
num_battles: 5524
num_wins: 2953
celo_rating: 1294.93
family_friendly_score: 0.49739999999999995
family_friendly_standard_error: 0.007070972210382389
submission_type: basic
model_repo: ChaiML/ssnew-v6-dpo-lr5e6b04r64-lora
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': 0.38378538920845606, 'latency_mean': 2.605500020980835, 'latency_p50': 2.6160194873809814, 'latency_p90': 2.852466368675232}, {'batch_size': 2, 'throughput': 0.5748352889395867, 'latency_mean': 3.469715487957001, 'latency_p50': 3.4902684688568115, 'latency_p90': 3.743444585800171}, {'batch_size': 3, 'throughput': 0.7157113589027188, 'latency_mean': 4.171492161750794, 'latency_p50': 4.171047568321228, 'latency_p90': 4.545839881896972}, {'batch_size': 4, 'throughput': 0.8192150434762476, 'latency_mean': 4.875588170289993, 'latency_p50': 4.849366545677185, 'latency_p90': 5.632696223258972}, {'batch_size': 5, 'throughput': 0.8774047226883884, 'latency_mean': 5.678070431947708, 'latency_p50': 5.7100794315338135, 'latency_p90': 6.285524320602417}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ssnew-v6-dpo-lr5_55573_v1
is_internal_developer: True
language_model: ChaiML/ssnew-v6-dpo-lr5e6b04r64-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.63
us_pacific_date: 2025-10-16
win_ratio: 0.5345763939174512
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': ['You:', '####', '</s>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-ssnew-v6-dpo-lr5-55573-v1-mkmlizer
Waiting for job on chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer to finish
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: Downloaded to shared memory in 48.103s
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: Checking if ChaiML/ssnew-v6-dpo-lr5e6b04r64-lora already exists in ChaiML
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmput4fxy23, device:0
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: quantized model in 42.043s
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: Processed model ChaiML/ssnew-v6-dpo-lr5e6b04r64-lora in 90.147s
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia/config.json
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia/tokenizer_config.json
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia/tokenizer.json
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-55573-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer completed after 165.18s with status: succeeded
Stopping job with name chaiml-ssnew-v6-dpo-lr5-55573-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.95s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v6-dpo-lr5-55573-v1
Waiting for inference service chaiml-ssnew-v6-dpo-lr5-55573-v1 to be ready
Inference service chaiml-ssnew-v6-dpo-lr5-55573-v1 ready after 60.5118772983551s
Pipeline stage MKMLDeployer completed in 61.01s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3577685356140137s
Received healthy response to inference request in 2.1966679096221924s
Received healthy response to inference request in 2.146507978439331s
Received healthy response to inference request in 2.4919943809509277s
Received healthy response to inference request in 2.4376652240753174s
5 requests
0 failed requests
5th percentile: 2.156539964675903
10th percentile: 2.1665719509124757
20th percentile: 2.1866359233856203
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80th percentile: 2.4485310554504394
90th percentile: 2.4702627182006838
95th percentile: 2.4811285495758058
99th percentile: 2.4898212146759033
mean time: 2.3261208057403566
Pipeline stage StressChecker completed in 12.88s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.71s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3041.65s
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chaiml-ssnew-v6-dpo-lr5_55573_v1 status is now inactive due to auto deactivation removed underperforming models