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Gemma 4 E2B in JAX on One TPU v5e: bf16 or 4-Bit, Python or Rust, and How It Stands Against vLLM

Gemma 4 E2B in JAX on One TPU v5e: bf16 or 4-Bit, Python or Rust, and How It Stands Against vLLM

10
Comments
10 min read
Gemma 4 E2B in Pure JAX on a Colab TPU: Google's 4-Bit Export Against an Exact Repack

A repack beats Google's export by 342x

Gemma 4 E2B in Pure JAX on a Colab TPU: Google's 4-Bit Export Against an Exact Repack

2
Comments 4
8 min read
Installing JAX with ROCm Acceleration on Ubuntu 24.04

Installing JAX with ROCm Acceleration on Ubuntu 24.04

7
Comments
2 min read
Gemma 4 in Pure JAX: What Ports from TPU to GPU, and What Doesn't

Gemma 4 in Pure JAX: What Ports from TPU to GPU, and What Doesn't

8
Comments 3
6 min read
g5g vs g6 for LLM Serving: the Same Code, and 3.7x the Throughput

g5g vs g6 for LLM Serving: the Same Code, and 3.7x the Throughput

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Comments 2
6 min read
Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't

Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't

3
Comments
8 min read
Deploying a QAT Checkpoint Your Serving Stack Can't Load: Gemma 4 E2B in Pure JAX on One TPU

Deploying a QAT Checkpoint Your Serving Stack Can't Load: Gemma 4 E2B in Pure JAX on One TPU

8
Comments
10 min read
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