---
license: gemma
base_model: google/gemma-4-E2B-it
base_model_relation: quantized
pipeline_tag: text-generation
tags:
  - MLC-LLM
  - web-llm
  - webgpu
  - gemma4
  - quantized
  - browser
---

# Gemma 4 E2B IT q4f16_1 MLC

Clean validated MLC/WebLLM packaging of `google/gemma-4-E2B-it` in `q4f16_1` for browser-local WebGPU and MLC-LLM runtimes.

This repository is built from a local `mlc-llm` / TVM fork and reflects the cleaned baseline validated on 2026-04-13.

## Release note — 2026-04-14

- Public HF artifact now matches the validated clean baseline.
- Bug 9b fix is included; `prefill_chunk_size=16` workaround is no longer needed.
- Debug instrumentation and experiment branches are removed from the active path.
- Public HF smoke test passes from the HF URL, including the canonical France/Paris case.

## Status

- Text path: validated
- Quantization: `q4f16_1`
- Runtime target: `webgpu`
- Model type: `gemma4`
- Conversation template: `gemma_instruction`
- Prefill chunk size: `1024`
- Debug instrumentation: removed
- Known chunk16 workaround: not required

## Files

- `libs/gemma-4-E2B-it-q4f16_1-MLC-webgpu.wasm`: validated WebGPU model library
- `mlc-chat-config.json`: MLC runtime configuration
- `params_shard_*.bin`: quantized parameter shards
- `tensor-cache.json`: tensor metadata cache
- `tokenizer.json`, `tokenizer_config.json`: tokenizer assets
- `release-manifest.json`: file inventory with SHA-256 hashes

## Usage

### Chat

```bash
mlc_llm chat HF://welcoma/gemma-4-E2B-it-q4f16_1-MLC
```

### WebLLM Integration

```ts
import { CreateMLCEngine } from "@mlc-ai/web-llm";

const repo = "https://huggingface.co/welcoma/gemma-4-E2B-it-q4f16_1-MLC";

const appConfig = {
  model_list: [
    {
      model: repo,
      model_id: "gemma-4-E2B-it-q4f16_1-MLC",
      model_lib: `${repo}/resolve/main/libs/gemma-4-E2B-it-q4f16_1-MLC-webgpu.wasm`,
      required_features: ["shader-f16"],
    },
  ],
};

const engine = await CreateMLCEngine("gemma-4-E2B-it-q4f16_1-MLC", {
  appConfig,
});
```

## Notes

This is a custom MLC/WebLLM artifact, not an official `mlc-ai` release. The validated scope is Gemma 4 E2B text generation on WebGPU.