feat: save and restore a context sequence state

[giladgd]

Description of change

• feat: save and restore a context sequence state (documentation: Saving and restoring a context sequence evaluation state)
• feat: stream function call parameters (documentation: API: LLamaChatPromptOptions["onFunctionCallParamsChunk"])
• feat: configure Hugging Face remote endpoint for resolving URIs (documentation: API: ResolveModelFileOptions["endpoints"])
• feat: Qwen 3 support
• feat(QwenChatWrapper): support discouraging the generation of thoughts (documentation: API: QwenChatWrapper constructor > thoughts option)
• feat(getLlama): dryRun option (documentation: API: LlamaOptions["dryRun"])
• feat: getLlamaGpuTypes function (documentation: API: getLlamaGpuTypes)
• fix: adapt to breaking llama.cpp changes
• fix: capture multi-token segment separators
• fix: race condition when reading extremely long gguf metadata
• fix: adapt memory estimation to new added model architectures
• fix: skip binary testing on certain problematic conditions
• fix: improve GPU backend loading error description
• fix: update gguf types
• fix: Windows build
• fix: performance improvements
• test: Qwen 3 template
• chore: update modules
• docs: more clear default values for custom cmake options
• docs: update the awesome list
• docs: solutions to more CUDA issues

Fixes #459
Fixes #456
Fixes #452

Pull-Request Checklist

• Code is up-to-date with the master branch
• npm run format to apply eslint formatting
• npm run test passes with this change
• This pull request links relevant issues as Fixes #0000
• There are new or updated unit tests validating the change
• Documentation has been updated to reflect this change
• The new commits and pull request title follow conventions explained in pull request guidelines (PRs that do not follow this convention will not be merged)

[ido-pluto]

LGTM

[github-actions]

🎉 This PR is included in version 3.8.0 🎉

The release is available on:

• v3.8.0
• npm package (@latest dist-tag)
• GitHub release
• v3.8.0

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