StripedHyena Hessian 7B
StripedHyena Hessian 7B is worth evaluating for classification and json / tool use when its provider route and context window match the workload.
Use it for
- Teams evaluating classification and json / tool use
- Workloads that can use a 32k context window
- Buyers comparing 1 tracked provider route
Do not use it for
- Vision or document-understanding workloads
- Family
- Striped Hyena
- Released
- 2023-12-08
- Context
- 32k
- Parameters
- 7B
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
Blazing-fast, cost-effective AI inference solutions
Cheapest of 1 route · Together AI
About
The StripedHyena Hessian 7B (SH 7B) is a cutting-edge large language model developed by Together Computer. It employs a hybrid architecture that integrates multi-head, grouped-query attention, and gated convolutions arranged in Hyena blocks, distinguished from traditional Transformer models by its enhanced performance and efficiency 12. Designed for superior long-context processing, the model features a state-space model (SSM) layer for efficient inference and reduced memory usage 10, excelling in tasks like multi-document question answering and long-form text summarization. It supports sequences up to 32k tokens, ensuring fast decoding and high throughput, and even includes a variant, SH-N 7B, tailored for chat applications 2. Despite its strengths, it requires custom kernels outside its playground, is a mixed-precision model, and ongoing research is needed to explore further improvements 1.
StripedHyena Hessian 7B is an open-source model in the Striped Hyena family. The structured metadata tracks a 32k-token context window and structured outputs. This page tracks provider routes through Together AI, with the cheapest tracked route listed at $0.2 input and $0.2 output per 1M tokens. No headline benchmark score is tracked for StripedHyena Hessian 7B yet.
Top use-case fit
Classification
Included by capability and metadata signals in the decision map.
JSON / Tool use
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Together AI | $0.200 | $0.200 | Serverless |
Available via routers & gateways(1)
Capabilities
Benchmark peer barsfor Classification
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Frequently asked questions
What is the context window of StripedHyena Hessian 7B?
StripedHyena Hessian 7B has a context window of 32k tokens.
How much does StripedHyena Hessian 7B cost?
StripedHyena Hessian 7B is available at $0.2/1M input tokens through Together AI.
When was StripedHyena Hessian 7B released?
StripedHyena Hessian 7B was released on 2023-12-08.
Which providers offer StripedHyena Hessian 7B?
StripedHyena Hessian 7B is available from 1 provider: Together AI.
Blazing-fast, cost-effective AI inference solutions
Cheapest of 1 route · Together AI