What are the hardware requirements for LLmRa 1.3B V2?

LLmRa 1.3B V2 requires approximately 5.3 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed LLmRa 1.3B V2 and how large is it?

LLmRa 1.3B V2 is developed by L-R, a model with 1.3b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does LLmRa 1.3B V2 perform on standard benchmarks?

LLmRa 1.3B V2 has the following published scores: MMLU 26.06. Compare against reference models on this page or on the LLM Explorer leaderboards.

LLmRa 1.3B V2 by L-R — VRAM 5.3GB, 2K context

Name: LLmRa 1.3B V2
Author: L-R

LLmRa 1.3B V2 is an open-source language model by L-R. Features: 1.3b LLM, VRAM: 5.3GB, Context: 2K, License: other, LLM Explorer Score: 0.15, Arc: 30.5, HellaSwag: 53, MMLU: 26.1.

Ai Autotrain compatible Conversational Conversationalai En Model-index Opt Pytorch Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/L-R/LLmRa-1.3B_V2

LLmRa 1.3B V2 Benchmarks

ARC: 30.46 vs 96.7 (so35)^-68.5%

HellaSwag: 53.03 vs 95.3 (gpt4)^-44.4%

MMLU: 26.06 vs 88.3 (so35)^-70.5%

LLME Score: 0.14864

^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)

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LLmRa 1.3B V2 Parameters and Internals

LLM Name	LLmRa 1.3B V2
Repository 🤗	https://huggingface.co/L-R/LLmRa-1.3B_V2
Model Size	1.3b
Required VRAM	5.3 GB
Updated	2024-09-26
Maintainer	L-R
Model Type	opt
Model Files	5.3 GB 5.3 GB
Supported Languages	en
Model Architecture	OPTForCausalLM
License	other
Context Length	2048
Model Max Length	2048
Transformers Version	4.31.0
Tokenizer Class	GPT2Tokenizer
Beginning of Sentence Token	</s>
End of Sentence Token	</s>
Unk Token	</s>
Vocabulary Size	50268
Torch Data Type	float32
Activation Function	relu
Errors	replace

Best Alternatives to LLmRa 1.3B V2

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Opt 1.3B	2K / 2.6 GB	453551	184
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Sparse0.5 OPT 1.3	2K / 2.6 GB	1043	0
... Galactica 1.3b DPO 0.1beta Ai	2K / 2.6 GB	3	1
New Galactica 1.3b Mcq No Rag	2K / 2.6 GB	6	0
New Galactica 1.3b Mcq Rag	2K / 2.6 GB	6	0
... Galactica 1.3b DPO 0.1beta Ai	2K / 2.6 GB	5	0
...tica 1.3b 0.1beta Ai Raft Top3	2K / 2.6 GB	5	0
...tica 1.3b 0.1beta Ai Raft Top4	2K / 2.6 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than L-R/LLmRa-1.3B_V2.

Rank the LLmRa 1.3B V2 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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LLmRa 1.3B V2 by L-R

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LLmRa 1.3B V2 Benchmarks

LLmRa 1.3B V2 Parameters and Internals

Best Alternatives to LLmRa 1.3B V2

Rank the LLmRa 1.3B V2 Capabilities

What open-source LLMs or SLMs are you in search of? 53999 in total.