What are the hardware requirements for A2 Hemlock Coder?

A2 Hemlock Coder requires approximately 24.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed A2 Hemlock Coder and how large is it?

A2 Hemlock Coder is developed by nbeerbower, a model with 12.2b 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 A2 Hemlock Coder?

A2 Hemlock Coder is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

A2 Hemlock Coder by nbeerbower — VRAM 24.5GB, 128K context

Name: A2 Hemlock Coder
Author: nbeerbower

A2 Hemlock Coder is an open-source language model by nbeerbower. Features: 12.2b LLM, VRAM: 24.5GB, Context: 128K, LLM Explorer Score: 0.24.

Base model:finetune:nbeerbower... Base model:nbeerbower/a2-coder Conversational Dataset:hemlang/hemlock-codex-... Dataset:hemlang/hemlock-formul... Dataset:hemlang/hemlock2-dpo Endpoints compatible Grimoire Merlina Mistral Region:us Safetensors Sft

Model Card on HF 🤗: https://huggingface.co/nbeerbower/A2-Hemlock-Coder

A2 Hemlock Coder Parameters and Internals

LLM Name	A2 Hemlock Coder
Repository 🤗	https://huggingface.co/nbeerbower/A2-Hemlock-Coder
Base Model(s)	A2 Coder nbeerbower/A2-Coder
Model Size	12.2b
Required VRAM	24.5 GB
Updated	2026-05-31
Maintainer	nbeerbower
Model Type	mistral
Model Files	24.5 GB
Model Architecture	MistralForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	5.2.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|im_end\|>
Vocabulary Size	131072

Rank the A2 Hemlock Coder 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 A2 Hemlock Coder

Best Alternatives	Context / RAM	Downloads	Likes
...aptain Eris Violet GRPO V0.420	1000K / 24.5 GB	23	24
...istral Nemo Instruct 2407 MPOA	1000K / 24.5 GB	37	3
...ish Mistral Nemo Instruct 2407	1000K / 24.5 GB	77	2
Mistral Nemo Kurdish	1000K / 24.5 GB	37	3
Violet Twilight V0.2	1000K / 24.5 GB	66	49
Tess Embed Fix Maybe	1000K / 24.5 GB	13	0
Funny Nemo Embedding Testing	1000K / 24.5 GB	5	1
12BTRU	1000K / 24.5 GB	21	0
Another Strange Nemo Model	1000K / 24.5 GB	6	0
A Strange Nemo Model	1000K / 24.5 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than nbeerbower/A2-Hemlock-Coder.