chaiml-gy-exp128-dpo-ex_60387

developer_uid: bogoconic1

submission_id: chaiml-gy-exp128-dpo-ex_60387_v1

model_name: chaiml-gy-exp128-dpo-ex_60387_v1

model_group: ChaiML/gy-exp128-dpo-exp

status: torndown

timestamp: 2025-07-08T19:36:06+00:00

num_battles: 8674

num_wins: 4771

celo_rating: 1323.96

family_friendly_score: 0.49539999999999995

family_friendly_standard_error: 0.00707076855794333

submission_type: basic

model_repo: ChaiML/gy-exp128-dpo-exp32ep2s2-exp122data-ep2

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5281709770190173, 'latency_mean': 1.8932281529903412, 'latency_p50': 1.8947798013687134, 'latency_p90': 2.1121036529541017}, {'batch_size': 3, 'throughput': 1.0424652848119789, 'latency_mean': 2.8634861063957215, 'latency_p50': 2.8648319244384766, 'latency_p90': 3.189278411865234}, {'batch_size': 5, 'throughput': 1.3282853555402958, 'latency_mean': 3.735006535053253, 'latency_p50': 3.73448646068573, 'latency_p90': 4.136628770828247}, {'batch_size': 6, 'throughput': 1.4314088698241216, 'latency_mean': 4.159061689376831, 'latency_p50': 4.16679835319519, 'latency_p90': 4.618163108825684}, {'batch_size': 8, 'throughput': 1.5752060794071057, 'latency_mean': 5.03959905385971, 'latency_p50': 4.978423714637756, 'latency_p90': 5.732563877105712}, {'batch_size': 10, 'throughput': 1.6572739878109892, 'latency_mean': 5.9761516320705415, 'latency_p50': 5.990744471549988, 'latency_p90': 6.8435992956161495}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-gy-exp128-dpo-ex_60387_v1

is_internal_developer: False

language_model: ChaiML/gy-exp128-dpo-exp32ep2s2-exp122data-ep2

model_size: 24B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-07-08

win_ratio: 0.5500345861194375

generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-gy-exp128-dpo-ex-60387-v1-mkmlizer
Waiting for job on chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer to finish
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: Downloaded to shared memory in 128.461s
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: Checking if ChaiML/gy-exp128-dpo-exp32ep2s2-exp122data-ep2 already exists in ChaiML
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp89gc1ksf, device:0
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: quantized model in 48.509s
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: Processed model ChaiML/gy-exp128-dpo-exp32ep2s2-exp122data-ep2 in 176.971s
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia/config.json
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia/special_tokens_map.json
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia/tokenizer_config.json
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia/tokenizer.json
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp128-dpo-ex-60387-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer completed after 206.19s with status: succeeded
Stopping job with name chaiml-gy-exp128-dpo-ex-60387-v1-mkmlizer
Pipeline stage MKMLizer completed in 207.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp128-dpo-ex-60387-v1
Waiting for inference service chaiml-gy-exp128-dpo-ex-60387-v1 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-gy-exp128-dpo-ex-60387-v1 ready after 230.8237931728363s
Pipeline stage MKMLDeployer completed in 231.45s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5793285369873047s
Received healthy response to inference request in 1.8755457401275635s
Received healthy response to inference request in 1.8411130905151367s
Received healthy response to inference request in 1.854130744934082s
Received healthy response to inference request in 1.9075713157653809s
5 requests
0 failed requests
5th percentile: 1.8437166213989258
10th percentile: 1.8463201522827148
20th percentile: 1.851527214050293
30th percentile: 1.8584137439727784
40th percentile: 1.8669797420501708
50th percentile: 1.8755457401275635
60th percentile: 1.8883559703826904
70th percentile: 1.9011662006378174
80th percentile: 2.041922760009766
90th percentile: 2.3106256484985352
95th percentile: 2.4449770927429197
99th percentile: 2.5524582481384277
mean time: 2.0115378856658936
Pipeline stage StressChecker completed in 11.49s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.87s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.75s
Shutdown handler de-registered
chaiml-gy-exp128-dpo-ex_60387_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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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 6574.30s
Shutdown handler de-registered
chaiml-gy-exp128-dpo-ex_60387_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp128-dpo-ex_60387_v1 status is now torndown due to DeploymentManager action