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Fireworks AI

Zephyr 7B Beta on Fireworks AI

Zephyr · Hugging Face H4

Provisioned

Last refreshed 2026-04-19. Next refresh: weekly.

Why use Zephyr 7B Beta on Fireworks AI?

Fireworks AI offers Zephyr 7B Beta with pay-as-you-go pricing at $0.20/1M input tokens. Fireworks AI offers a generative AI platform as a service, focusing on rapid product iteration and cost-efficient AI deployment.

Compare Zephyr 7B Beta across 2 providers to find the best fit for your use case
Input / 1M
$0.20
Output / 1M
$0.20
Cache
Not sourced
Batch
Not sourced

Setup recipe

Python + curl
Install
pip install openai
Auth
export FIREWORKS_API_KEY=...
Call
import os
from openai import OpenAI
client = OpenAI(
    api_key=os.environ["FIREWORKS_API_KEY"],
Model ID
zephyr-7b-beta

Request example

import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["FIREWORKS_API_KEY"],
    base_url="https://api.fireworks.ai/inference/v1"
)
response = client.chat.completions.create(
    model="zephyr-7b-beta",
    messages=[{"role": "user", "content": "Hello"}]
)
print(response.choices[0].message.content)

Gotchas

  • Fireworks model IDs use "accounts/fireworks/models/{model-name}" format, e.g. "accounts/fireworks/models/llama4-scout-instruct-basic" or "accounts/fireworks/models/deepseek-r1".
  • The examples expect FIREWORKS_API_KEY; rename it only if your application config maps the new variable.

Compare Zephyr 7B Beta Across Providers

ProviderInput (per 1M)Output (per 1M)
Fireworks AI$0.20$0.20
Replicate API$0.05$0.25

Pricing

TypePrice (per 1M)
Input tokens$0.20
Output tokens$0.20

Capabilities

No model capability flags are currently sourced.

About Zephyr 7B Beta

Zephyr 7B Beta is a 7-billion parameter large language model, fine-tuned from the Mistral-7B-v0.1 model. It is tailored to serve as an effective virtual assistant, performing well in generating human-like responses. The model's training involved Direct Preference Optimization (DPO) on a combination of publicly available and synthetic datasets, achieving strong performance on benchmarks like MT-Bench and AlpacaEval, especially for conversational tasks. However, its complexity falls short when compared to proprietary models, especially in tasks involving coding and mathematics. A notable limitation is its insufficient alignment to human safety preferences and the absence of in-the-loop filtering to prevent problematic outputs. Zephyr 7B Beta is English-based and carries an MIT license.

FAQ

What does Zephyr 7B Beta cost on Fireworks AI?

On Fireworks AI, Zephyr 7B Beta costs $0.20 per 1M input tokens and $0.20 per 1M output tokens.

How does Fireworks AI compare to other Zephyr 7B Beta providers?

Zephyr 7B Beta is available from 2 providers. The cheapest input pricing is $0.05/1M tokens from Replicate API.

Who created Zephyr 7B Beta?

Zephyr 7B Beta was created by Hugging Face H4 as part of the Zephyr model family.

Is Zephyr 7B Beta open source?

Zephyr 7B Beta's open source status is unknown in the seed data.

Get Started

Model Specs

Released2023-10-26
Parameters7B
ArchitectureDecoder Only

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