What are the hardware requirements for K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400?

K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 requires approximately 10.2 GB of VRAM and supports a context window of 512K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 and how large is it?

K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 is developed by sambal, a model with 3.7b 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 K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400?

K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 by sambal — VRAM 10.2GB, 512K context

Name: K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400
Author: sambal

K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 is an open-source language model by sambal. Features: 3.7b LLM, VRAM: 10.2GB, Context: 512K, License: apache-2.0, LLM Explorer Score: 0.28.

3.7b Base model:finetune:ifm/k2-hor... Base model:ifm/k2-horizon-3.7b Conversational Custom code Dataset:sambal/welllog-dpo-pai... Dpo K2-horizon K2 horizon Petrophysics Region:us Rpo Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/sambal/k2-horizon-3.7b-lndpo-rpo-full-checkpoint-400

K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 Parameters and Internals

LLM Name	K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400
Repository 🤗	https://huggingface.co/sambal/k2-horizon-3.7b-lndpo-rpo-full-checkpoint-400
Base Model(s)	IFM/K2-Horizon-3.7B IFM/K2-Horizon-3.7B
Model Size	3.7b
Required VRAM	10.2 GB
Updated	2026-11-11
Maintainer	sambal
Model Type	k2_horizon
Model Files	5.0 GB: 1-of-3 3.9 GB: 2-of-3 1.3 GB: 3-of-3
Model Architecture	K2HorizonForCausalLM
License	apache-2.0
Context Length	524288
Model Max Length	524288
Transformers Version	5.4.0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|ifm\|endoftext\|>
Vocabulary Size	250624

Rank the K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400 capabilities

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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 K2 Horizon 3.7B Lndpo Rpo Full Checkpoint 400

Best Alternatives	Context / RAM	Downloads	Likes
K2 Horizon 3.7B	512K / 9.8 GB	1765	17
Lev1 3.7B	512K / 10.2 GB	373	2
Ocean 3.7B Agentic	512K / 9.8 GB	300	1
NicomEdu Alpha	512K / 10.2 GB	316	1
K2 Horizon 3.7B Heretic	512K / 10.2 GB	180	0
...laude Opus Reasoning Distilled	512K / 9.8 GB	31	0
K2 Horizon 3.7B MLX 8bit	512K / 5.3 GB	229	2

Note: green Score (e.g. "73.2") means that the model is better than sambal/k2-horizon-3.7b-lndpo-rpo-full-checkpoint-400.