Dolphin 2.6 Mixtral 8x7B
Dolphin 2.6 Mixtral 8x7B 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 32k context window
- Buyers comparing 3 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- Dolphin
- Released
- 2023-12-18
- Context
- 32k
- Parameters
- 8x7B
- Architecture
- Mixture of Experts
- Knowledge cutoff
- 2023-12
- Specialization
- general
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
Cheapest of 3 routes · Lepton AI API
About
Dolphin 2.6 Mixtral 8x7B is a large language model fine-tuned from the Mixtral-8x7B base, known for its robust coding abilities and high compliance with user prompts. Despite not being tuned with Direct Preference Optimization, it performs exceptionally well in coding tasks due to extensive training with coding datasets, including MagiCoder. The model's architecture features a context window reduced to 16k, and training was carried out using techniques like qLoRA. However, it is uncensored, exposing potential ethical concerns and prompting caution for deployment without additional safeguards.
Top use-case fit
No primary decision-task fit is mapped for this model yet.
Provider price ladder
Compare all 3Compare API pricing across 3 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Lepton AI API | $0.300 | $0.300 | Serverless |
| DeepInfra | $0.150 | $0.450 | Serverless |
| Fireworks AI | $0.500 | $0.500 | Provisioned |
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.
Cheapest of 3 routes · Lepton AI API