RedPajama INCITE Chat Instruct 3B V1 By acrastt: Benchmarks, Features and Detailed Analysis. Insights on RedPajama INCITE Chat Instruct 3B V1.

Dataset:databricks/databricks-... Dataset:muennighoff/natural-in... Dataset:muennighoff/p3 Dataset:openassistant/oasst1 Dataset:togethercomputer/redpa... En Endpoints compatible Gpt neox Instruct Model-index Pytorch Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1

RedPajama INCITE Chat Instruct 3B V1 Benchmarks

ARC: 42.58 vs 96.7 (so35)^-56%

HellaSwag: 67.48 vs 95.3 (gpt4)^-29.2%

MMLU: 25.99 vs 88.3 (so35)^-70.6%

TruthfulQA: 33.62 vs 59 (gpt4)^-43%

WinoGrande: 64.8 vs 87.5 (gpt4)^-25.9%

GSM8K: 0.91 vs 96.4 (so35)^-99.1%

LLME Score: 0.14756

^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)

RedPajama INCITE Chat Instruct 3B V1 (acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1)

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RedPajama INCITE Chat Instruct 3B V1 Parameters and Internals

Model Type

text-generation

Additional Notes

This is an experimental merge of models RedPajama-INCITE-Chat-3B-V1 and RedPajama-INCITE-Instruct-3B-V1. GGML versions available with specific software compatibility.

Input Output

Input Format:

HUMAN: {prompt}

Output Format:

ASSISTANT: {response}

Performance Tips:

Adaptive to prompt templates, recommendations provided.

LLM Name	RedPajama INCITE Chat Instruct 3B V1
Repository 🤗	https://huggingface.co/acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1
Model Size	3b
Required VRAM	5.5 GB
Updated	2026-01-21
Maintainer	acrastt
Model Type	gpt_neox
Instruction-Based	Yes
Model Files	5.5 GB 5.5 GB
Supported Languages	en
Model Architecture	GPTNeoXForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.31.0
Tokenizer Class	GPTNeoXTokenizer
Vocabulary Size	50432
Torch Data Type	float16

Quantized Models of the RedPajama INCITE Chat Instruct 3B V1

Model	Likes	Downloads	VRAM
...ama INCITE Instruct 3B V1 GGML	10	11	1 GB

Best Alternatives to RedPajama INCITE Chat Instruct 3B V1

Best Alternatives	Context / RAM	Downloads	Likes
Stablecode Instruct Alpha 3B	4K / 6.1 GB	17	303
Koishi Instruct 3B	2K / 5.7 GB	1778	3
... Instruction Tuning With GPT 4	2K / 5.7 GB	1817	3
Text2table	2K / 5.7 GB	10	4
...edPajama INCITE Instruct 3B V1	2K / 5.7 GB	838	93
...blecode Instruct Alpha 3B GPTQ	4K / 1.8 GB	15	17
...blecode Instruct Alpha 3B GPTQ	4K / 1.8 GB	5	1
...ama INCITE Instruct 3B V1 GGML	2K / 1.7 GB	11	10

Note: green Score (e.g. "73.2") means that the model is better than acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1.

Rank the RedPajama INCITE Chat Instruct 3B V1 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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241124

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