chaiml-ssnew-v7-1b-dpo

developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-1b-dpo_v3
model_name: training123
model_group: ChaiML/ssnew-v7-1b-dpo
status: protected
timestamp: 2025-11-25T00:25:01+00:00
num_battles: 6123
num_wins: 3224
celo_rating: 1316.78
family_friendly_score: 0.5432
family_friendly_standard_error: 0.007044625753012008
submission_type: basic
model_repo: ChaiML/ssnew-v7-1b-dpo
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': 0.4755750074413619, 'latency_mean': 2.1025931417942045, 'latency_p50': 2.109498620033264, 'latency_p90': 2.288717746734619}, {'batch_size': 3, 'throughput': 0.8601911306446299, 'latency_mean': 3.485168695449829, 'latency_p50': 3.4772926568984985, 'latency_p90': 3.7671178340911866}, {'batch_size': 5, 'throughput': 1.021325757246106, 'latency_mean': 4.874730523824692, 'latency_p50': 4.857588529586792, 'latency_p90': 5.472003364562988}, {'batch_size': 6, 'throughput': 1.0752351739193864, 'latency_mean': 5.559261075258255, 'latency_p50': 5.567730784416199, 'latency_p90': 6.258973097801208}, {'batch_size': 10, 'throughput': 1.1762664449635234, 'latency_mean': 8.443240612745285, 'latency_p50': 8.431369185447693, 'latency_p90': 9.490473675727845}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/ssnew-v7-1b-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.89
us_pacific_date: 2025-11-24
win_ratio: 0.5265392781316348
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:', '</s>', 'You:', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', '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-ssnew-v7-1b-dpo-v3-mkmlizer
Waiting for job on chaiml-ssnew-v7-1b-dpo-v3-mkmlizer to finish
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: Downloaded to shared memory in 66.540s
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: Checking if ChaiML/ssnew-v7-1b-dpo already exists in ChaiML
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3pi_7eyo, device:0
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_sejus_2025-11-24: HTTPConnectionPool(host='chaiml-q80b-a3b-chai-11-41637-v4-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission blend_sejus_2025-11-24: HTTPConnectionPool(host='chaiml-q80b-a3b-chai-11-41637-v4-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Failed to get response for submission chaiml-ssnew-v7-1c-dpo_v1: ('http://chaiml-ssnew-v7-1c-dpo-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:39114->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: quantized model in 317.777s
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: Processed model ChaiML/ssnew-v7-1b-dpo in 384.318s
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia/config.json
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia/tokenizer_config.json
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia/tokenizer.json
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-1b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1b-dpo-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v7-1b-dpo-v3-mkmlizer completed after 431.17s with status: succeeded
Stopping job with name chaiml-ssnew-v7-1b-dpo-v3-mkmlizer
Pipeline stage MKMLizer completed in 432.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.53s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-1b-dpo-v3
Waiting for inference service chaiml-ssnew-v7-1b-dpo-v3 to be ready
Inference service chaiml-ssnew-v7-1b-dpo-v3 ready after 160.88315677642822s
Pipeline stage MKMLDeployer completed in 161.61s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0053861141204834s
Received healthy response to inference request in 2.228933095932007s
Received healthy response to inference request in 1.5910687446594238s
Received healthy response to inference request in 2.025740385055542s
Received healthy response to inference request in 1.6104581356048584s
5 requests
0 failed requests
5th percentile: 1.5949466228485107
10th percentile: 1.5988245010375977
20th percentile: 1.6065802574157715
30th percentile: 1.6894437313079833
40th percentile: 1.8474149227142334
50th percentile: 2.0053861141204834
60th percentile: 2.013527822494507
70th percentile: 2.02166953086853
80th percentile: 2.066378927230835
90th percentile: 2.1476560115814207
95th percentile: 2.188294553756714
99th percentile: 2.2208053874969482
mean time: 1.892317295074463
Pipeline stage StressChecker completed in 12.04s
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 0.69s
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 0.67s
Shutdown handler de-registered
chaiml-ssnew-v7-1b-dpo_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ssnew-v7-1b-dpo-v3-profiler
Waiting for inference service chaiml-ssnew-v7-1b-dpo-v3-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2764.79s
Shutdown handler de-registered
chaiml-ssnew-v7-1b-dpo_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v7-1b-dpo_v3 status is now protected due to ABTestQueueItem
chaiml-ssnew-v7-1b-dpo_v3 status is now protected due to ABTestQueueItem
chaiml-ssnew-v7-1b-dpo_v3 status is now protected due to ABTestQueueItem
chaiml-ssnew-v7-1b-dpo_v3 status is now protected due to ABTestQueueItem
chaiml-ssnew-v7-1b-dpo_v3 status is now protected due to ABTestQueueItem