What are the hardware requirements for Palmer 005 Core?

Palmer 005 Core requires approximately 0.7 GB of VRAM and supports a context window of 125K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Palmer 005 Core and how large is it?

Palmer 005 Core is developed by appvoid, a model with 350m 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 Palmer 005 Core?

Palmer 005 Core is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Palmer 005 Core by appvoid — VRAM 0.7GB, 125K context

Name: Palmer 005 Core
Author: appvoid

Palmer 005 Core is an open-source language model by appvoid. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, License: other, Instruction-Based, LLM Explorer Score: 0.23.

Base model:finetune:liquidai/l... Base model:liquidai/lfm2.5-350... Conversational En Endpoints compatible Instruct Lfm2 Paraphrasing Region:us Rewriting Safetensors Text-editing

Model Card on HF 🤗: https://huggingface.co/appvoid/palmer-005-core

Palmer 005 Core Parameters and Internals

LLM Name	Palmer 005 Core
Repository 🤗	https://huggingface.co/appvoid/palmer-005-core
Base Model(s)	LiquidAI/LFM2.5-350M LiquidAI/LFM2.5-350M
Model Size	350m
Required VRAM	0.7 GB
Updated	2026-07-08
Maintainer	appvoid
Model Type	lfm2
Instruction-Based	Yes
Model Files	0.7 GB 0.0 GB
Supported Languages	en
Model Architecture	Lfm2ForCausalLM
License	other
Context Length	128000
Model Max Length	128000
Transformers Version	5.8.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|pad\|>
Vocabulary Size	65536

Rank the Palmer 005 Core 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 Palmer 005 Core

Best Alternatives	Context / RAM	Downloads	Likes
CHEETAH 350M Merged FP16	125K / 0.7 GB	13	0
...ro Roleplay Instruct 350M 0812	125K / 0.2 GB	31	1

Note: green Score (e.g. "73.2") means that the model is better than appvoid/palmer-005-core.