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Diff Starcoder 7B Rl by vdaita

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Diff Starcoder 7B Rl is an open-source language model by vdaita. Features: 7b LLM, VRAM: 0.1GB, License: apache-2.0, LLM Explorer Score: 0.15.

  Endpoints compatible   Lora   Ppo   Pytorch   Region:us   Safetensors   Trl
Model Card on HF 🤗: https://huggingface.co/vdaita/diff-starcoder-7b-rl 

Diff Starcoder 7B Rl Benchmarks

LLME Score: 0.14892
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Diff Starcoder 7B Rl (vdaita/diff-starcoder-7b-rl)
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Diff Starcoder 7B Rl Parameters and Internals

Model Type 
Text generation, Reinforcement learning
Use Cases 
Areas:
Text generation
Additional Notes 
The model has been fine-tuned using reinforcement learning techniques to guide outputs.
Input Output 
Accepted Modalities:
Text
LLM NameDiff Starcoder 7B Rl
Repository 🤗https://huggingface.co/vdaita/diff-starcoder-7b-rl 
Model Size7b
Required VRAM0.1 GB
Updated2025-02-14
Maintainervdaita
Model Files  0.1 GB   0.0 GB
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|o_proj|q_proj|down_proj|v_proj|gate_proj|up_proj
LoRA Alpha32
LoRA Dropout0.05
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than vdaita/diff-starcoder-7b-rl.

Rank the Diff Starcoder 7B Rl Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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