Diff Starcoder 7B Rl By vdaita: Benchmarks, Features and Detailed Analysis. Insights on Diff Starcoder 7B Rl.

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

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

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 Name	Diff Starcoder 7B Rl
Repository 🤗	https://huggingface.co/vdaita/diff-starcoder-7b-rl
Model Size	7b
Required VRAM	0.1 GB
Updated	2025-02-14
Maintainer	vdaita
Model Files	0.1 GB 0.0 GB
Model Architecture	AutoModel
License	apache-2.0
Is Biased	none
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	49152
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	k_proj\|o_proj\|q_proj\|down_proj\|v_proj\|gate_proj\|up_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	16

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TroL 7B	32K / 17.3 GB	9	7
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... 7b 448 Qinstruct Preview V0.1	2K / 17.3 GB	24	4
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Qwen 2.5 7B 1M RRP V1 Lora	0K / 0.2 GB	0	3
...2.5 7B Instruct Abliterated V3	0K / 0.2 GB	0	1
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Silicon Natsuki 7B	0K / 14.4 GB	6	1

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

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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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241124

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Diff Starcoder 7B Rl by vdaita

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Diff Starcoder 7B Rl Benchmarks

Diff Starcoder 7B Rl Parameters and Internals

Best Alternatives to Diff Starcoder 7B Rl

Rank the Diff Starcoder 7B Rl Capabilities

What open-source LLMs or SLMs are you in search of? 51557 in total.