Spectral Labs Partners with Hugging Face’s ESP Program to Foster Growth in the Onchain x Open-Source AI Ecosystem

Spectral Labs Joins Hugging Face’s ESP Program to advance the Onchain x Open-Source AI Community

New York, New York, May 7th, 2024, Chainwire Spectral is thrilled to announce its involvement in Hugging Face’s Expert Support Program. The collaboration with deep learning experts from Hugging Face aims to advance open-source models, datasets, and applications for the Onchain Agent Economy. How to utilize Hugging Face Hugging Face plays a crucial role within Spectral’s operations. Through the Expert Support Program, Spectral engages regularly with the Hugging Face team to devise new use cases, plan dataset construction, and establish training strategies. Earlier this year, Spectral introduced Syntax, which features a fine-tuned LLM orchestrator that manages queries across different tools like search, Foundry, and an open-source model for Solidity code generation. Developing Syntax involved custom datasets for finetuning and RAG, an original Solidity evaluation dataset written by expert smart contract developers, as well as experimentation with various open and closed-source models. The support from Hugging Face experts significantly enhanced Spectral’s dataset preparation, training, routing, and evaluation processes. Consistent discussions with the Hugging Face team enable impartial feedback leading to strategic reevaluation when necessary. This collaboration was crucial for the finetuning and evaluation phases, which have seen significant improvements due to the input from the Hugging Face team. Spectral also depends on Hugging Face for inferences in production through dedicated Inference Endpoints. This fully managed infrastructure allows Spectral to swiftly iterate on new models, effortlessly update container and hardware configurations, autoscale according to demand, and maintain low production costs. In the upcoming months, Spectral is eager to further open-source its work with onchain datasets and models that engage onchain through Hugging Face. Users can access Spectral’s training dataset for the credit scoring challenge and track its progress here. The Onchain Agent Economy Syntax is spearheading the accessible Onchain Agent Economy, empowering users to select agents tailored for their specific tasks. Users can engage with the foundational agent to generate solidity code or opt for specialized agents proficient in different tasks. For instance, Syntax MoonMaker, an agent that facilitates the launch of a memecoin project from start to finish, has been recently introduced, with Syntax- TestMachine, an agent designed to detect vulnerabilities in smart contracts, set to be launched soon. Several agents are currently in production, and upcoming product releases will enable users to create and monetize their own agents on the Syntax network. This system relies on an array of functions available to language models, open-source models for tasks such as classification and image generation, fast and reliable blockchain infrastructure, and a trustless system for executing and verifying each step. To address these challenges, the development of Inferchain has commenced, optimized to meet the growing demand for agents and verifiable inferences. Hugging Face Users Joining the Onchain AI Community The significance of open collaboration cannot be emphasized enough. Spectral acknowledges that its existence is indebted to the work of open-source contributors. Consequently, Spectral values the positive impact created by these contributors and aims to recognize and reward their efforts. As part of this initiative, Spectral is particularly focusing on users who drive the AI community on Hugging Face. The top individual and small organization contributors on Hugging Face, identified by the likes and downloads of their models and datasets, are eligible to register and claim a share of SPEC tokens starting the week of May 6th. Users can check their eligibility by signing in with their Hugging Face account here. Eligible users do not require an existing wallet to claim, as this airdrop is designed to acknowledge users for their crucial work and facilitate new functionalities for the next generation of AI tools. Criteria Spectral conducted a review of all individual contributors from organizations with less than 10 members who published models or datasets. A combined measure of activity from likes and downloads for both models and datasets was used to identify users with the most activity in both categories, resulting in a final list of 20,004 unique Hugging Face users. Spectral looks forward to further engaging with the open-source community and contributing to the future of AI x web3! About Spectral Spectral, a trailblazer in the agent economy behind Syntax, is at the forefront of merging AI with blockchain to democratize development in Web3. Spectral’s goal is to streamline the creation and deployment of decentralized applications through autonomous Onchain Agents. Syntax, the flagship product of Spectral, translates natural language into Solidity code, enabling both beginners and experts to effortlessly build on the blockchain. Committed to transparency and user empowerment, Spectral is shaping a future where anyone can actively participate in the blockchain revolution. Join Spectral in realizing this vision and explore the potential of autonomous agents. For more information, visit For further details, users can follow Spectral on Twitter and Discord. Contact Spectral Labs Team [email protected] Share this articleCategories.

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