LLM Reference

Llama 3.1 Swallow 8B Instruct

Released
2025-01-01
Last refreshed
2026-06-30
Status
Researched 182d ago
Open weightsCommercial use: conditional

Llama 3.1 Swallow 8B Instruct is worth evaluating for general LLM work when its provider route and context window match the workload.

Use it for

  • Teams evaluating general LLM work
  • Workloads that can use a 4k context window
  • Buyers comparing 1 tracked provider route

Do not use it for

  • Vision or document-understanding workloads
  • Strict JSON or tool-calling flows
Specifications
Family
Swallow
Released
2025-01-01
Context
4k
Parameters
8B
Architecture
Decoder Only
Knowledge cutoff
2023
Specialization
general
Openness
Open weights
License
Llama 2 CommunityCommercial use: conditional
Training
Pretrained
Created by

Integrating AI with advanced robotics

Tokyo, Japan
Founded 1881
Website
Pricing
Output / 1M
-
Input / 1M
-

Cheapest of 1 route · NVIDIA NIM

About

Japanese bilingual model from Institute of Science Tokyo, fine-tuned from Llama 3.1 8B.

Llama 3.1 Swallow 8B Instruct is an open-weight model in the Swallow family. The structured metadata tracks a 4k-token context window. This page tracks provider routes through NVIDIA NIM. No headline benchmark score is tracked for Llama 3.1 Swallow 8B Instruct yet.

Top use-case fit

No primary decision-task fit is mapped for this model yet.

Provider price ladder

Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MRoute
NVIDIA NIM--
ServerlessPartial

Available via routers & gateways(1)

Capabilities

No model capability flags are currently sourced.

Benchmark peer barsfor Coding

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.

Compare Llama 3.1 Swallow 8B Instruct with other models

Comparison and alternatives

Browse all comparisons →
Show all 39 popular comparisonssorted by 7-day search impressions
Llama 3.1 Swallow 8B Instruct vs Mistral Medium 3 Instruct16Llama 3.1 Swallow 8B Instruct vs Llama 2 7B Chat15Llama 3.1 Swallow 8B Instruct vs Llama 3.2 NV EmbedQA 1B v214Llama 3.1 Swallow 8B Instruct vs Hunyuan Hy3 Preview13Llama 3.1 Swallow 8B Instruct vs Together AI - Gemma 3n-e4B12Llama 3.1 Swallow 8B Instruct vs Xiaomi MiMo-V2.512Llama 3.1 Swallow 8B Instruct vs Codex 112Llama 3.1 Swallow 8B Instruct vs Llama 2 7B11Llama 3.1 Swallow 8B Instruct vs Llama 3.2 NV RerankQA 1B v210Llama 3.1 Swallow 8B Instruct vs Llama 3.1 Nemotron 70B Reward10Llama 3.1 Swallow 8B Instruct vs Llama 3.3 Nemotron Super 49B v110Llama 3.1 Swallow 8B Instruct vs GPT-2 Medium10Llama 3.1 Swallow 8B Instruct vs Sarvam-M Multilingual Hybrid9Llama 3.1 Swallow 8B Instruct vs Aquila 2 7B8Llama 3.1 Swallow 8B Instruct vs Mistral Nemotron7Llama 3.1 Swallow 8B Instruct vs Codex Mini Latest7Llama 3.1 Swallow 8B Instruct vs GPT-4 Turbo Preview5Llama 3.1 Swallow 8B Instruct vs Claude Instant5Llama 3.1 Swallow 8B Instruct vs GPT-24Llama 3.1 Swallow 8B Instruct vs Dracarys Llama 3.1 70B Instruct4Llama 3.1 Swallow 8B Instruct vs Italia 10B Instruct4Llama 3.1 Swallow 8B Instruct vs Mistral Small 33Llama 3.1 Swallow 8B Instruct vs Xiaomi MiMo-V2.5-Pro3Llama 3.1 Swallow 8B Instruct vs GPT-13Llama 3.1 Swallow 8B Instruct vs Mistral Large 3 675B Instruct2Llama 3.1 Swallow 8B Instruct vs Nemotron Mini 4B Instruct2Llama 3.1 Swallow 8B Instruct vs MiniCPM 2B2Llama 3.1 Swallow 8B Instruct vs Gemma 2 9B SahabatAI Instruct2Llama 3.1 Swallow 8B Instruct vs Llama 3.1 Nemotron Nano 4B v1.12Llama 3.1 Swallow 8B Instruct vs Claude Instant 1.12Llama 3.1 Swallow 8B Instruct vs Granite Guardian 3.0 8B2Llama 3.1 Swallow 8B Instruct vs Teuken 7B Instruct1Llama 3.1 Swallow 8B Instruct vs Llama Guard 2 8B1Llama 3.1 Swallow 8B Instruct vs Nemotron Mini Hindi 4B Instruct1Llama 3.1 Swallow 8B Instruct vs Marin 8B Instruct1Llama 3.1 Swallow 8B Instruct vs Stockmark 2 100B Instruct1Llama 3.1 Swallow 8B Instruct vs Llama Guard 7B1Llama 3.1 Swallow 8B Instruct vs Colosseum 355B Instruct1Llama 3.1 Swallow 8B Instruct vs text-davinci1

Frequently asked questions

What is the context window of Llama 3.1 Swallow 8B Instruct?

Llama 3.1 Swallow 8B Instruct has a context window of 4k tokens.

When was Llama 3.1 Swallow 8B Instruct released?

Llama 3.1 Swallow 8B Instruct was released on 2025-01-01.

Which providers offer Llama 3.1 Swallow 8B Instruct?

Llama 3.1 Swallow 8B Instruct is available from 1 provider: NVIDIA NIM.