developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-2-dpo-cosine_v2
model_name: test
model_group: ChaiML/ssnew-v7-2-dpo_co
status: torndown
timestamp: 2025-11-23T18:01:20+00:00
num_battles: 7147
num_wins: 3538
celo_rating: 1292.19
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ssnew-v7-2-dpo_cosine
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': 0.4635481186810674, 'latency_mean': 2.1571734035015107, 'latency_p50': 2.1419697999954224, 'latency_p90': 2.364980435371399}, {'batch_size': 2, 'throughput': 0.6672782558857532, 'latency_mean': 2.9914531815052032, 'latency_p50': 2.9975370168685913, 'latency_p90': 3.2697608709335326}, {'batch_size': 3, 'throughput': 0.808058909097065, 'latency_mean': 3.70927987575531, 'latency_p50': 3.6953734159469604, 'latency_p90': 4.011377334594727}, {'batch_size': 4, 'throughput': 0.8998694468600491, 'latency_mean': 4.43039068698883, 'latency_p50': 4.417393088340759, 'latency_p90': 4.991944909095763}, {'batch_size': 5, 'throughput': 0.9540159051743259, 'latency_mean': 5.2142780244350435, 'latency_p50': 5.224027752876282, 'latency_p90': 5.962760090827942}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ssnew-v7-2-dpo_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-20
win_ratio: 0.49503288092906117
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:', '\n', 'User:', '</s>'], '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': '####\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-v7-2-dpo-cosine-v2-mkmlizer
Waiting for job on chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer to finish
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: Downloaded to shared memory in 60.657s
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: Checking if ChaiML/ssnew-v7-2-dpo_cosine already exists in ChaiML
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpipp13c77, device:0
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: quantized model in 309.612s
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: Processed model ChaiML/ssnew-v7-2-dpo_cosine in 370.270s
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia/config.json
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia/special_tokens_map.json
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia/tokenizer_config.json
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia/tokenizer.json
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-cosine-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer completed after 419.35s with status: succeeded
Stopping job with name chaiml-ssnew-v7-2-dpo-cosine-v2-mkmlizer
Pipeline stage MKMLizer completed in 419.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-2-dpo-cosine-v2
Waiting for inference service chaiml-ssnew-v7-2-dpo-cosine-v2 to be ready
Tearing down inference service chaiml-ssnew-v7-2-dpo-cosine-v2
%s, retrying in %s seconds...
Creating inference service chaiml-ssnew-v7-2-dpo-cosine-v2
Waiting for inference service chaiml-ssnew-v7-2-dpo-cosine-v2 to be ready
Inference service chaiml-ssnew-v7-2-dpo-cosine-v2 ready after 130.87164950370789s
Pipeline stage MKMLDeployer completed in 142.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.081683874130249s
Received healthy response to inference request in 2.152913808822632s
Received healthy response to inference request in 1.769658088684082s
Received healthy response to inference request in 1.7888951301574707s
Received healthy response to inference request in 1.9776852130889893s
5 requests
0 failed requests
5th percentile: 1.7735054969787598
10th percentile: 1.7773529052734376
20th percentile: 1.785047721862793
30th percentile: 1.8266531467437743
40th percentile: 1.9021691799163818
50th percentile: 1.9776852130889893
60th percentile: 2.0192846775054933
70th percentile: 2.060884141921997
80th percentile: 2.0959298610687256
90th percentile: 2.1244218349456787
95th percentile: 2.1386678218841553
99th percentile: 2.1500646114349364
mean time: 1.9541672229766847
Pipeline stage StressChecker completed in 11.16s
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 0.67s
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 0.64s
Shutdown handler de-registered
chaiml-ssnew-v7-2-dpo-cosine_v2 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ssnew-v7-2-dpo-cosine-v2-profiler
Waiting for inference service chaiml-ssnew-v7-2-dpo-cosine-v2-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4365.58s
Shutdown handler de-registered
chaiml-ssnew-v7-2-dpo-cosine_v2 status is now torndown due to DeploymentManager action