chaiml-qwen14b-dpoexp5-_42651

developer_uid: NischayDnk

submission_id: chaiml-qwen14b-dpoexp5-_42651_v2

model_name: chaiml-qwen14b-dpoexp5-_42651_v2

model_group: ChaiML/qwen14b-dpoexp5-q

status: torndown

timestamp: 2025-04-09T18:24:47+00:00

num_battles: 10425

num_wins: 4655

celo_rating: 1243.1

family_friendly_score: 0.5574

family_friendly_standard_error: 0.0070243183299164335

submission_type: basic

model_repo: ChaiML/qwen14b-dpoexp5-qwendatav1-dpo10k

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': 0.47231691071689164, 'latency_mean': 2.1171617245674135, 'latency_p50': 2.1218279600143433, 'latency_p90': 2.324601244926453}, {'batch_size': 3, 'throughput': 0.8854821619204863, 'latency_mean': 3.384493318796158, 'latency_p50': 3.3683419227600098, 'latency_p90': 3.7390432357788086}, {'batch_size': 5, 'throughput': 1.059251431189868, 'latency_mean': 4.700332334041596, 'latency_p50': 4.695427775382996, 'latency_p90': 5.303268837928772}, {'batch_size': 6, 'throughput': 1.1237232009381986, 'latency_mean': 5.300516293048859, 'latency_p50': 5.299805045127869, 'latency_p90': 5.949934577941894}, {'batch_size': 10, 'throughput': 1.2062291762962927, 'latency_mean': 8.227671324014663, 'latency_p50': 8.237949967384338, 'latency_p90': 9.308920836448669}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-qwen14b-dpoexp5-_42651_v2

is_internal_developer: False

language_model: ChaiML/qwen14b-dpoexp5-qwendatav1-dpo10k

model_size: 15B

ranking_group: single

throughput_3p7s: 0.94

us_pacific_date: 2025-04-09

win_ratio: 0.4465227817745803

generation_params: {'temperature': 0.76, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, 'stopping_words': ['\n', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': '', 'bot_template': '{bot_name}:{message}\n', 'user_template': 'You:{message}\n', 'response_template': '####', '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-qwen14b-dpoexp5-42651-v2-mkmlizer
Waiting for job on chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer to finish
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: Downloaded to shared memory in 46.181s
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4khe69xp, device:0
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: quantized model in 36.129s
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: Processed model ChaiML/qwen14b-dpoexp5-qwendatav1-dpo10k in 82.310s
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/config.json
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/added_tokens.json
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/special_tokens_map.json
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/tokenizer_config.json
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/merges.txt
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/vocab.json
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/tokenizer.json
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/flywheel_model.1.safetensors
chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp5-42651-v2/flywheel_model.0.safetensors
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Job chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer completed after 114.46s with status: succeeded
Stopping job with name chaiml-qwen14b-dpoexp5-42651-v2-mkmlizer
Pipeline stage MKMLizer completed in 114.91s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.13s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen14b-dpoexp5-42651-v2
Waiting for inference service chaiml-qwen14b-dpoexp5-42651-v2 to be ready
Inference service chaiml-qwen14b-dpoexp5-42651-v2 ready after 100.39220666885376s
Pipeline stage MKMLDeployer completed in 101.06s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3584678173065186s
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Received healthy response to inference request in 2.0290236473083496s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4148.42s
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chaiml-qwen14b-dpoexp5-_42651_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwen14b-dpoexp5-_42651_v2 status is now torndown due to DeploymentManager action