What are the hardware requirements for Sheared Llama 2.7B Deita 6K Sft?

Sheared Llama 2.7B Deita 6K Sft requires approximately 5.4 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Sheared Llama 2.7B Deita 6K Sft and how large is it?

Sheared Llama 2.7B Deita 6K Sft is developed by Spico, a model with 2.7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Sheared Llama 2.7B Deita 6K Sft?

Sheared Llama 2.7B Deita 6K Sft is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Sheared Llama 2.7B Deita 6K Sft by Spico — VRAM 5.4GB, 4K context

Name: Sheared Llama 2.7B Deita 6K Sft
Author: Spico

Sheared Llama 2.7B Deita 6K Sft is an open-source language model by Spico. Features: 2.7b LLM, VRAM: 5.4GB, Context: 4K, LLM Explorer Score: 0.11.

Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Spico/sheared-llama-2.7b-deita-6k-sft

Sheared Llama 2.7B Deita 6K Sft Parameters and Internals

Model Type

text generation

Additional Notes

This model is for fair comparison with LLaMA-MoE-v1-sft.

Training Details

Data Sources:

Deita-6K

Methodology:

supervised fine-tuning

LLM Name	Sheared Llama 2.7B Deita 6K Sft
Repository 🤗	https://huggingface.co/Spico/sheared-llama-2.7b-deita-6k-sft
Model Size	2.7b
Required VRAM	5.4 GB
Updated	2026-08-02
Maintainer	Spico
Model Type	llama
Model Files	5.0 GB: 1-of-2 0.4 GB: 2-of-2
Model Architecture	LlamaForCausalLM
Context Length	4096
Model Max Length	4096
Transformers Version	4.36.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Rank the Sheared Llama 2.7B Deita 6K Sft capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Sheared Llama 2.7B Deita 6K Sft

Best Alternatives	Context / RAM	Downloads	Likes
Sheared LLaMA 2.7B	4K / 10.8 GB	821	61
Dopeyshearedplats 2.7B V1	4K / 5.7 GB	214	2
...redplats 2.7B V2 Instruct V0.1	4K / 5.4 GB	5	3
Shearedplats 2.7B V2	4K / 5.7 GB	226	2
Llama Final	4K / 5.5 GB	5	0
DPO VinaLlama Completed	4K / 5.6 GB	8	0
Urllm Ko En 2.7B	4K / 11.2 GB	5	0
Sheared LLaMA 2.7B Weblinx	4K / 5.4 GB	23	2
Sheared LLaMA 2.7B Pruned	4K / 5.4 GB	21	3
Vinallama 2.7B Chat	4K / 5.5 GB	370	16

Note: green Score (e.g. "73.2") means that the model is better than Spico/sheared-llama-2.7b-deita-6k-sft.