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feat: push custom dataset

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  1. README.md +40 -0
  2. samples_eval.jsonl +0 -0
  3. samples_train.jsonl +0 -0
  4. topics.txt +618 -0
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - feature-extraction
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+ - sentence-similarity
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+ language:
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+ - en
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+ tags:
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+ - sentence-transformers
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+ - feature-extraction
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+ - sentence-similarity
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+ - mteb
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+ - RAG
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+ - Retrieval
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+ - Augmented
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+ - Generation
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+ - Knowledge
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+ pretty_name: AI framework for improving LLM responses
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+ size_categories:
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+ - n<1K
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+ ---
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+ # jina-embeddings-v2-base-code-11_05_2024-hbxc-webapp Dataset
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+
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+ ## Dataset Description
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+
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+ The dataset "AI framework for improving LLM responses" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
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+
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+ ## Associated Model
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+
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+ This dataset was used to train the [**jina-embeddings-v2-base-code-11_05_2024-hbxc-webapp**](https://huggingface.co/fine-tuned/jina-embeddings-v2-base-code-11_05_2024-hbxc-webapp) model.
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+
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+ ## How to Use
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+ To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("fine-tuned/jina-embeddings-v2-base-code-11_05_2024-hbxc-webapp")
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+ print(dataset['test'][0])
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+ ```
samples_eval.jsonl ADDED
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+ AI Framework
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+ AI Model
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+ AIOps
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+ API
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+ API Key
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+ Accessibility
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+ Accumulator
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+ Accuracy
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+ Activation
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+ Algorithmic Complexity
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+ Alias
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+ Allocation
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+ Allocation Pool
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+ Alphanumeric
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+ Annotation
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+ Application
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+ Application State
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+ Assignment
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+ Async
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+ Atomicity
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+ Authentication
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+ Authorization
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+ Await
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+ Axum
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+ Axum Framework
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+ Backend
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+ Backlink
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+ Backpropagation
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+ Balancing
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+ Bandwidth
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+ Barrel Shifter
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+ Baseband
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+ Batch Processing
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+ Baud Rate
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+ Bayesian Inference
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+ Bayesian Network
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+ Behavior-Driven Development
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+ Behavioral Cloning
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+ Benchmarking
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+ Big O Notation
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+ Binary Coded Decimal
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+ Binary Large Object
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+ Binary Search
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+ Binary Tree
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+ Binary Tree Traversal
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+ Consistency Model
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+ Elliptic Curve Cryptography
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+ Embedded System
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+ Emulation Software
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+ Encryption Algorithm
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+ End-to-End Encryption
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+ Enterprise Resource Planning
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+ Entropy Coding
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+ Environmental Modeling
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+ Ergonomic Design
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+ Error Detection and Correction
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+ Ethical Hacking
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+ Event-Driven Architecture
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+ Evolutionary Algorithm
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+ Executable File
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+ Expert System
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+ Exponential Smoothing
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+ Eye Tracking Technology
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+ Eyewear Display
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+ Factoring
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+ Failsafe
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+ Firmware
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+ Fisheye
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+ Focal Length
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+ Foveated Rendering
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+ Frequency Response
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+ Front-End
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+ Full-Stack
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+ Functionality
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+ GUI Design
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+ Gaussian Blur
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+ Geodesic
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+ Geolocation
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+ Geometric Distortion
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+ Gesture Recognition
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+ Global Illumination
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+ Gradient Descent
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+ Graphical User Interface
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+ Grid Computing
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+ Ground Truth
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+ Haptic Feedback
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+ Haptic Feedback
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+ Hardware Acceleration
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+ Headless CMS
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+ Heuristic Evaluation
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+ Heuristic Evaluation
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+ Hidden Layer
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+ Hierarchical Clustering
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+ Hierarchical Clustering
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+ High Availability
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+ High-Fidelity
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+ Histogram Equalization
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+ Holographic Display
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+ Human-Computer Interaction
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+ Human-Computer Interaction
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+ Hybrid Cloud
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+ Hyperparameter Tuning
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+ Hyperparameter Tuning
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+ Iconography
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+ Iconography
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+ Image Segmentation
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+ Immersive Experience
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+ Immutable Infrastructure
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+ Impulse Response
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+ Incident Response Plan
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+ Inference Engine
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+ Information Architecture
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+ Information Architecture
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+ Infrared Spectroscopy
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+ Input Latency
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+ Instance Segmentation
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+ Integer Overflow
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+ Interoperability Testing
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+ Interpolation Technique
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+ Inverse Kinematics
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+ IoT Security
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+ Iterative Development
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+ Iterative Method
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+ JPEG Compression
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+ Jacobian Matrix
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+ Jitter Buffer
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+ K-means Clustering
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+ K-nearest Neighbors
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+ Knowledge Base
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+ Knowledge Graph
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+ Knowledge Management
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+ Knowledge Representation
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+ Knowledge Transfer
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+ Kubernetes Cluster
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+ LLM
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+ LLM's
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+ LLM-based
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+ LLM-generated
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+ LLM-hallucinations
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+ LLM-response
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+ LLM-responses
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+ LLM-specific
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+ LLM-training
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+ LLMs
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+ LLVM
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+ LLVM-based
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+ LLVM-generated
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+ LLVM-specific
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+ LLVMIR
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+ LLVMIR-based
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+ LLVMIR-specific
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+ LM
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+ LMDB
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+ LMDB-based
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+ LMDB-specific
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+ LMs
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+ LMs-based
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+ LMs-specific
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+ LMs.
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+ LMs/
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+ LMs:
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+ LMs;
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+ LMs?
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+ LMs`
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+ LMs~
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+ LMs–
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+ LMs–
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+ LMs–
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+ LMs–
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+ LMs—
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+ LMs—
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+ LMs—
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+ LMs’
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+ LMs‚
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+ LMs“
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+ LMs”
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+ LMs„
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+ LMs•
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+ LMs…
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+ LMs‹
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+ LMs›
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+ LMs™
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+ Lambda Architecture
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+ Latency Optimization
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+ Lead Generation
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+ Least Recently Used (LRU)
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+ Lexical Analysis
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+ Linear Regression
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+ Logistic Regression
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+ Long-tail Keywords
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+ Mean Squared Error
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+ Natural Language Processing (NLP)
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+ Nonparametric Statistics
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+ Quintessence
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+ Streamed
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+ Temperature
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+ Template
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+ Text-embedding
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+ Textile
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+ Throttle
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+ Token
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+ Toyota
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+ Type
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+ Volkswagen
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+ Wattage
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+ Web
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+ Workflow
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+ Xenon
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+ Yacht
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+ Zero-emission
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+ Zinc
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+ Zone
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+ Zygote