What are the hardware requirements for Crow 1B Attempt1?

Crow 1B Attempt1 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 Crow 1B Attempt1 and how large is it?

Crow 1B Attempt1 is developed by euclaise, a model with 1b 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 Crow 1B Attempt1?

Crow 1B Attempt1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Crow 1B Attempt1 by euclaise — VRAM 5.3GB, 2K context

Name: Crow 1B Attempt1
Author: euclaise

Crow 1B Attempt1 is an open-source language model by euclaise. Features: 1b LLM, VRAM: 5.3GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.11.

Arxiv:2306.17492 Custom code Dataset:euclaise/prm800k prefe... Dataset:euclaise/supermc Endpoints compatible Falcon Model-index Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/euclaise/crow-1b-attempt1

Crow 1B Attempt1 Parameters and Internals

Model Type

text-generation

Additional Notes

The model was trained using the supertrainer2000 framework and employs ADAMW optimizer with specific hyperparameters.

Training Details

Data Sources:

euclaise/SuperMC, euclaise/prm800k_preferences

Methodology:

PRO (preference ranking optimization)

Input Output

Input Format:

### Query [insert instruction here] ### Answer [insert response here]

LLM Name	Crow 1B Attempt1
Repository 🤗	https://huggingface.co/euclaise/crow-1b-attempt1
Model Size	1b
Required VRAM	5.3 GB
Updated	2026-05-18
Maintainer	euclaise
Model Type	falcon
Model Files	5.0 GB: 1-of-2 0.3 GB: 2-of-2
Model Architecture	FalconForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.36.2
Is Biased	1
Tokenizer Class	GPT2Tokenizer
Vocabulary Size	50304
Torch Data Type	float32

Rank the Crow 1B Attempt1 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 Crow 1B Attempt1

Best Alternatives	Context / RAM	Downloads	Likes
Neuralfalcon 1B V1	2K / 2.8 GB	110	0
Falcon Rw 1B Instruct Openorca	2K / 2.6 GB	365	11
Falcon Rw 1B Chat	2K / 2.6 GB	129	3
Falcon 1b Stage2	2K / 2.6 GB	407	3
Falcon 1b Stage1	2K / 2.6 GB	255	0
Falcon 1b Stage3	2K / 2.6 GB	9	0
Falcon 1b Stage3 2	2K / 2.6 GB	9	0
INTERS Falcon 1B	2K / 0.7 GB	16	1
HelpingAI Lite Chat	2K / 2.6 GB	9	4
Bling Falcon 1B 0.1	2K / 5.2 GB	17	12

Note: green Score (e.g. "73.2") means that the model is better than euclaise/crow-1b-attempt1.