chaiml-qwenbsft-dpoexp8_44986

developer_uid: NischayDnk

submission_id: chaiml-qwenbsft-dpoexp8_44986_v2

model_name: chaiml-qwenbsft-dpoexp8_44986_v2

model_group: ChaiML/qwenbsft-dpoexp8-

status: torndown

timestamp: 2025-04-10T20:49:56+00:00

num_battles: 7569

num_wins: 3784

celo_rating: 1279.63

family_friendly_score: 0.4658

family_friendly_standard_error: 0.007054507211705152

submission_type: basic

model_repo: ChaiML/qwenbsft-dpoexp8-qwendatav1-dpo10kfixv2

model_architecture: Qwen2ForCausalLM

model_num_parameters: 14769689600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4535845485902014, 'latency_mean': 2.2045713758468626, 'latency_p50': 2.20079243183136, 'latency_p90': 2.4475306987762453}, {'batch_size': 3, 'throughput': 0.8211454161816067, 'latency_mean': 3.6352832436561586, 'latency_p50': 3.620710611343384, 'latency_p90': 4.028288316726685}, {'batch_size': 5, 'throughput': 0.9978617223316952, 'latency_mean': 4.978043180704117, 'latency_p50': 5.002281904220581, 'latency_p90': 5.532910084724426}, {'batch_size': 6, 'throughput': 1.0570072340575687, 'latency_mean': 5.646082785129547, 'latency_p50': 5.663360118865967, 'latency_p90': 6.381435775756836}, {'batch_size': 10, 'throughput': 1.1516072851519485, 'latency_mean': 8.636696981191635, 'latency_p50': 8.559584259986877, 'latency_p90': 9.734867787361145}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-qwenbsft-dpoexp8_44986_v2

is_internal_developer: False

language_model: ChaiML/qwenbsft-dpoexp8-qwendatav1-dpo10kfixv2

model_size: 15B

ranking_group: single

throughput_3p7s: 0.84

us_pacific_date: 2025-04-10

win_ratio: 0.4999339410754393

generation_params: {'temperature': 0.8, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['###', 'You:', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}:{message}\n', 'user_template': '{user_name}:{message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

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-qwenbsft-dpoexp8-44986-v2-mkmlizer
Waiting for job on chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer to finish
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: Downloaded to shared memory in 42.944s
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyhqnmpk7, device:0
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: quantized model in 37.282s
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: Processed model ChaiML/qwenbsft-dpoexp8-qwendatav1-dpo10kfixv2 in 80.227s
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwenbsft-dpoexp8-44986-v2
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwenbsft-dpoexp8-44986-v2/merges.txt
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwenbsft-dpoexp8-44986-v2/vocab.json
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwenbsft-dpoexp8-44986-v2/tokenizer.json
chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwenbsft-dpoexp8-44986-v2/flywheel_model.1.safetensors
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Job chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer completed after 115.27s with status: succeeded
Stopping job with name chaiml-qwenbsft-dpoexp8-44986-v2-mkmlizer
Pipeline stage MKMLizer completed in 115.81s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwenbsft-dpoexp8-44986-v2
Waiting for inference service chaiml-qwenbsft-dpoexp8-44986-v2 to be ready
Failed to get response for submission jellywibble-dominic-pet_70896_v2: HTTPConnectionPool(host='jellywibble-dominic-pet-70896-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-qwenbsft-dpoexp8-44986-v2 ready after 110.49685263633728s
Pipeline stage MKMLDeployer completed in 111.23s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.736867904663086s
Received healthy response to inference request in 1.9890286922454834s
Received healthy response to inference request in 2.196747303009033s
Received healthy response to inference request in 2.1355721950531006s
Received healthy response to inference request in 1.9124443531036377s
5 requests
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5th percentile: 1.9277612209320067
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99th percentile: 2.715263080596924
mean time: 2.194132089614868
Pipeline stage StressChecker completed in 12.53s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4567.21s
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chaiml-qwenbsft-dpoexp8_44986_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwenbsft-dpoexp8_44986_v2 status is now torndown due to DeploymentManager action