chaiml-ssnew-v6-dpo-lr5_46821

developer_uid: chai_backend_admin

submission_id: chaiml-ssnew-v6-dpo-lr5_46821_v1

model_name: chaiml-ssnew-v6-dpo-lr5_46821_v1

model_group: ChaiML/ssnew-v6-dpo-lr5e

status: inactive

timestamp: 2025-10-17T00:39:11+00:00

num_battles: 6549

num_wins: 3534

celo_rating: 1292.4

family_friendly_score: 0.5005999999999999

family_friendly_standard_error: 0.0070710627206948175

submission_type: basic

model_repo: ChaiML/ssnew-v6-dpo-lr5e6b01r64-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': 0.3851657894571547, 'latency_mean': 2.5961670780181887, 'latency_p50': 2.6010817289352417, 'latency_p90': 2.8715134620666505}, {'batch_size': 2, 'throughput': 0.577469876011059, 'latency_mean': 3.46188010931015, 'latency_p50': 3.4546762704849243, 'latency_p90': 3.7578933477401733}, {'batch_size': 3, 'throughput': 0.714966512975605, 'latency_mean': 4.186157017946243, 'latency_p50': 4.190951585769653, 'latency_p90': 4.579496502876282}, {'batch_size': 4, 'throughput': 0.8155370226306603, 'latency_mean': 4.8868382978439335, 'latency_p50': 4.91777777671814, 'latency_p90': 5.40326886177063}, {'batch_size': 5, 'throughput': 0.8735191457337869, 'latency_mean': 5.703621189594269, 'latency_p50': 5.756657600402832, 'latency_p90': 6.4551006078720095}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-ssnew-v6-dpo-lr5_46821_v1

is_internal_developer: True

language_model: ChaiML/ssnew-v6-dpo-lr5e6b01r64-lora

model_size: 24B

ranking_group: single

throughput_3p7s: 0.63

us_pacific_date: 2025-10-16

win_ratio: 0.5396243701328447

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': ['</s>', '####', '\n', 'You:'], '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-lr5-46821-v1-mkmlizer
Waiting for job on chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer to finish
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chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: Downloaded to shared memory in 58.721s
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: Checking if ChaiML/ssnew-v6-dpo-lr5e6b01r64-lora already exists in ChaiML
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_r94w70_, device:0
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: quantized model in 42.467s
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: Processed model ChaiML/ssnew-v6-dpo-lr5e6b01r64-lora in 101.189s
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia/config.json
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia/tokenizer_config.json
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia/tokenizer.json
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v6-dpo-lr5-46821-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer completed after 157.28s with status: succeeded
Stopping job with name chaiml-ssnew-v6-dpo-lr5-46821-v1-mkmlizer
Pipeline stage MKMLizer completed in 157.80s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.53s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v6-dpo-lr5-46821-v1
Waiting for inference service chaiml-ssnew-v6-dpo-lr5-46821-v1 to be ready
Inference service chaiml-ssnew-v6-dpo-lr5-46821-v1 ready after 70.33621597290039s
Pipeline stage MKMLDeployer completed in 70.90s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.686927318572998s
Received healthy response to inference request in 2.525336980819702s
Received healthy response to inference request in 2.504035234451294s
Received healthy response to inference request in 2.0787816047668457s
Received healthy response to inference request in 2.2240869998931885s
5 requests
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5th percentile: 2.1078426837921143
10th percentile: 2.136903762817383
20th percentile: 2.19502592086792
30th percentile: 2.2800766468048095
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60th percentile: 2.5125559329986573
70th percentile: 2.5210766315460207
80th percentile: 2.5576550483703615
90th percentile: 2.6222911834716798
95th percentile: 2.6546092510223387
99th percentile: 2.6804637050628664
mean time: 2.4038336277008057
Pipeline stage StressChecker completed in 13.30s
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Running pipeline stage OfflineFamilyFriendlyScorer
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