chaiml-ssnew-v5-1-dpo-l_75860

developer_uid: chai_backend_admin

submission_id: chaiml-ssnew-v5-1-dpo-l_75860_v1

model_name: chaiml-ssnew-v5-1-dpo-l_75860_v1

model_group: ChaiML/ssnew-v5-1-dpo-lr

status: inactive

timestamp: 2025-10-17T13:05:22+00:00

num_battles: 7413

num_wins: 3985

celo_rating: 1292.94

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/ssnew-v5-1-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': 0.3793644134064177, 'latency_mean': 2.635867623090744, 'latency_p50': 2.6296499967575073, 'latency_p90': 2.888081932067871}, {'batch_size': 2, 'throughput': 0.5747852698809481, 'latency_mean': 3.4789742827415466, 'latency_p50': 3.477194666862488, 'latency_p90': 3.766410994529724}, {'batch_size': 3, 'throughput': 0.7108201789957661, 'latency_mean': 4.20831170797348, 'latency_p50': 4.218546271324158, 'latency_p90': 4.839276576042175}, {'batch_size': 4, 'throughput': 0.8074234964849121, 'latency_mean': 4.9411856400966645, 'latency_p50': 4.9049705266952515, 'latency_p90': 5.657933712005615}, {'batch_size': 5, 'throughput': 0.8728781208037277, 'latency_mean': 5.6893279957771306, 'latency_p50': 5.683801054954529, 'latency_p90': 6.444226050376892}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-ssnew-v5-1-dpo-l_75860_v1

is_internal_developer: True

language_model: ChaiML/ssnew-v5-1-dpo-lr5e6b01r64-lora

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-10-17

win_ratio: 0.5375691353028463

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-v5-1-dpo-l-75860-v1-mkmlizer
Waiting for job on chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer to finish
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: Downloaded to shared memory in 50.175s
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: Checking if ChaiML/ssnew-v5-1-dpo-lr5e6b01r64-lora already exists in ChaiML
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprr5g11pv, device:0
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: quantized model in 42.838s
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: Processed model ChaiML/ssnew-v5-1-dpo-lr5e6b01r64-lora in 93.013s
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia/config.json
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia/tokenizer_config.json
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia/tokenizer.json
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-1-dpo-l-75860-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer completed after 164.35s with status: succeeded
Stopping job with name chaiml-ssnew-v5-1-dpo-l-75860-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.78s
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Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v5-1-dpo-l-75860-v1
Waiting for inference service chaiml-ssnew-v5-1-dpo-l-75860-v1 to be ready
Inference service chaiml-ssnew-v5-1-dpo-l-75860-v1 ready after 60.2826828956604s
Pipeline stage MKMLDeployer completed in 60.82s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6643424034118652s
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Received healthy response to inference request in 2.290914297103882s
Received healthy response to inference request in 2.4597063064575195s
Received healthy response to inference request in 2.714700222015381s
5 requests
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5th percentile: 2.2240731716156006
10th percentile: 2.240783452987671
20th percentile: 2.2742040157318115
30th percentile: 2.3246726989746094
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50th percentile: 2.4597063064575195
60th percentile: 2.541560745239258
70th percentile: 2.6234151840209963
80th percentile: 2.674413967132568
90th percentile: 2.6945570945739745
95th percentile: 2.704628658294678
99th percentile: 2.71268590927124
mean time: 2.4674052238464355
Pipeline stage StressChecker completed in 13.94s
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